Invoice Details

569256
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Invoice Information

Purchase
Location
East End
Invoice Number
569256
Invoice Date
Jul 09, 2025
Due Date
Not provided
Vendor
SUPA VALU,LTD.
PO Number
Not provided
Total Amount
$75.21
Line Items

#	Description	Brand	Size	Qty	Unit Price	Total
1	STRAWBERRY SLICED 6/6.5#	1217801	-	1.00	$21.00	$21.00
2	PINEAPPLE GOLDEN RIPE	2624201	-	3.00	$4.60	$13.80
1	POTATO BAKING 90CT	2801601	-	3.00	$1.19	$4.52
2	CABBAGE RED	2821801	-	5.00	$1.31	$7.21
3	CARROTS BULK	2823601	-	5.00	$1.31	$7.73
4	CELERY EAST 30CT	2825401	-	1.00	$2.31	$2.31
5	ROSEMARY FRESH	2855601	-	1.00	$1.62	$1.62
6	THYME FRESH	2856601	-	1.00	$1.40	$1.40
7	TOFU (FIRM 2/PC)	3005601	-	1.00	$4.70	$4.70
8	BARILLA LINGUINI #13	4002801	-	1.00	$2.56	$2.56
9	BLACK BEANS DRY	GY24791	-	1.00	$1.91	$1.91
10	RED KIDNEY BEAN SMALL	GY24861	-	0.00	$1.94	$1.94
11	RICE BROWN LONG GRAIN	GY26121	-	1.00	$4.20	$4.20
1	VEGEBURGER GRILLERS PATTY	0660491	-	1.00	$18.43	$18.43
2	ONION YELLOW JUMBO	2807201	-	2.00	$1.28	$3.07
3	EGGPLANT	2828801	-	3.00	$1.87	$6.73
4	PEPPER GREEN MED	2839401	-	1.00	$2.68	$3.22
5	PEPPER RED BELL	2840601	-	1.00	$3.46	$3.81
6	QUINOA TRI-COLOR	4011151	-	1.00	$7.58	$7.58
7	SALT IODIZED	4024801	-	1.00	$2.27	$2.27
8	COCONUT MILK 1X13.5Z	4808471	-	2.00	$3.28	$6.56
9	TUMERIC GROUND	5021611	-	1.00	$8.33	$8.33
10	RED KIDNEY BEAN SMALL	GY24861	-	1.00	$1.94	$4.01
11	LASAGNE	GY39511	-	0.00	$4.01	$0.00
1	SPINACH CHOPPED FROZEN	1212601	-	1.00	$6.12	$6.12
2	POTATO BAKING 90CT	2801601	-	3.00	$1.19	$4.05
3	ONION YELLOW JUMBO	2807201	-	3.00	$1.28	$4.22
4	TOMATO VINE RIPE 6X6	2811401	-	3.00	$2.46	$7.63
5	CABBAGE GREEN	2821201	-	1.00	$1.16	$2.09
6	CARROTS BULK	2823601	-	5.00	$1.31	$6.55
7	CELERY CELLO SLEEVED	2824601	-	1.00	$2.45	$2.45
8	CELERY EAST 30CT	2825401	-	0.00	$2.31	$2.66
9	CUCUMBER SELECT	2828401	-	2.00	$1.33	$6.56
10	COCONUT MILK 1X13.5Z	4808471	-	2.00	$3.28	$4.20
11	CHIC PEAS DRY	GY24781	-	1.00	$2.07	$4.20
12	RICE BROWN LONG GRAIN	GY26121	-	1.00	$4.20	$4.20
1	SPINACH CHOPPED FROZEN	1212601	-	1.00	$6.12	$6.12
2	PINEAPPLE GOLDEN RIPE	2624201	-	3.00	$4.60	$13.80
3	ONION RED MEDIUM	2806201	-	1.90	$2.07	$3.93
4	KALE	2815201	-	1.00	$2.18	$2.18
5	BEET ROOT	2819201	-	10.00	$1.68	$17.14
6	CARROTS BULK	2823601	-	10.00	$1.31	$13.62
7	GARLIC JUMBO	2830401	-	2.00	$4.07	$5.29
8	PEPPER GREEN MED	2839401	-	2.00	$4.75	$11.40
9	PEPPER RED BELL	2840601	-	2.00	$4.23	$11.84
10	GINGER ROOT CUT	2850601	-	1.00	$1.86	$4.70
11	TOFU (FIRM 2/PC)	3005601	-	1.00	$4.26	$3.72
12	SUGAR BROWN DARK	4026001	-	1.00	$3.28	$4.26
13	DELI CONT LID CLEAR 8-32Z	7003461	-	1.00	$3.28	$3.28
14	DELI WRAP 10X10, 75 12/500	7401001	-	1.00	$10.71	$10.71
15	DELI WRAP 12X10, 75 12/500	7401201	-	1.00	$10.71	$10.71
1	WORTHINGTON DINNER ROAST	0660421	-	1.00	$19.84	$19.84
2	POTATO BAKING 90CT	2801601	-	3.00	$1.19	$4.40
3	CABBAGE RED	2821801	-	3.00	$1.31	$5.11
4	ROSEMARY FRESH	2855601	-	1.00	$1.62	$1.62
5	THYME FRESH	2856601	-	1.00	$1.40	$1.40
6	TOFU (FIRM 2/PC)	3005601	-	1.00	$4.70	$4.70
7	BARILLA LINGUINI #13	4002801	-	1.00	$2.56	$2.56
8	QUINOA TRI-COLOR	4011151	-	1.00	$7.58	$7.58
9	COCONUT MILK 1X13.5Z	4080471	-	2.00	$3.28	$6.56
10	RICE BROWN LONG GRAIN	GX26121	-	1.00	$4.20	$4.20
1	WORTHINGTON DINNER ROAST	0660421	-	1.00	$19.84	$19.84
2	ONION YELLOW JUMBO	2807201	-	3.00	$1.26	$3.78
3	BEET ROOT	2819201	-	5.00	$1.31	$6.81
4	CARROTS BULK	2823601	-	1.00	$2.31	$2.31
5	CELERY EAST 30CT	2825401	-	2.00	$2.09	$4.81
6	EGGPLANT	2828801	-	2.00	$2.62	$2.88
7	GINGER ROOT	2850601	-	1.00	$3.28	$6.56
8	COCONUT MILK 1X13.5Z	4808471	-	2.00	$3.43	$3.43
9	CUMIN GROUND	5004401	-	1.00	$1.97	$1.97
10	RED KIDNEY BEANS DRY	GY247411	-	2.00	$2.03	$2.03
11	BLACK EYE PEAS DRY	GY24781	-	2.00	$2.07	$4.14
12	LASAGNE	GY39511	-	1.00	$4.01	$4.01
1	PLANTAN SHEET SLICED	1217181	-	1.00	$13.78	$13.78
2	STRAWBERRY SLICED 6/.5#	1217801	-	3.00	$7.00	$21.00
3	PITA WHEAT TOUFAYAN	2225601	-	6.00	$2.95	$8.85
4	APPLE GRANNY SMITH	2607601	-	6.00	$0.67	$4.02
5	TOMATO VINE RIPE 6X6	2811401	-	2.00	$3.02	$6.03
6	SPINACH CELLO	2816201	-	1.00	$3.38	$3.38
7	PARSLEY	2834801	-	1.00	$1.15	$1.15
8	GINGER ROOT	2850601	-	2.00	$2.62	$6.81
9	LEMON JUICE	3404401	-	1.00	$4.68	$4.68
10	KS WATER	3410580	-	1.00	$10.16	$10.16
11	SEASONING ITALIAN	5017561	-	1.00	$4.58	$4.58
1	WORTHINGTON DINNER ROAST	0660421	-	1.00	$19.84	$19.84
2	OKRA CUT	1210801	-	3.00	$5.27	$5.27
3	POTATO BAKING 90CT	2801601	-	1.00	$1.19	$4.52
4	BROCCOLI	2819801	-	0.00	$4.40	$4.40
5	CABBAGE GREEN	2821201	-	20.00	$1.31	$27.38
6	CARROTS BULK	2823601	-	1.00	$1.40	$1.40
7	THYME FRESH	2856601	-	1.00	$6.41	$6.41
8	GRAIN QUINOA WHITE ORGANIC	4011101	-	2.00	$3.28	$6.56
9	COCONUT MILK 1X13.5Z	4808471	-	2.00	$2.10	$4.20
10	LENTILS	GY24761	-	2.00	$4.20	$4.20
11	RICE BROWN LONG GRAIN	GY26121	-	1.00	$4.20	$4.20
1	VEGEBURGER GRILLERS PATTY	0660491	-	1.00	$18.43	$18.43
2	STRAWBERRY SLICED 6/6.5#	1217801	-	1.00	$21.00	$21.00
3	PINEAPPLE GOLDEN RIPE	2624201	-	3.00	$4.60	$13.80
4	CUCUMBER SELECT	2828401	-	0.00	$1.28	$2.94
5	KS WATER	3410560	-	1.00	$10.16	$10.16
6	SUGAR BROWN LIGHT 24/1#	4026601	-	3.00	$1.66	$4.98
1	WORTHINGTON DINNER ROAST	0660421	-	1.00	$19.84	$19.84
2	SPINACH CHOPPED FROZEN	1212601	-	1.00	$6.12	$6.12
3	PLANTAIN SWEET SLICED	1217181	-	3.00	$13.78	$13.78
4	POTATO BAKING 90CT	2801601	-	1.00	$1.19	$4.64
5	CABBAGE GREEN	2821201	-	0.00	$1.16	$0.00
6	CARROTS BULK	2823601	-	10.00	$1.31	$13.62
7	CELERY EAST 30CT	2825401	-	2.00	$2.31	$2.31
8	COCONUT MILK 1X13.5Z	4808471	-	2.00	$3.28	$6.56
9	LENTILS	GY24761	-	2.00	$2.10	$4.20
10	CHIC PEAS DRY	GY24781	-	2.00	$2.07	$4.14
Total:						$756.42
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[
    {
        "text": "{\n  \"invoice_number\": \"569256\",\n  \"invoice_date\": \"2025-07-09\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217801\",\n        \"unit\": \"EA\",\n        \"description\": \"STRAWBERRY SLICED 6\/6.5#\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 21,\n        \"extended_price\": 21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2624201\",\n        \"unit\": \"EA\",\n        \"description\": \"PINEAPPLE GOLDEN RIPE\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 4.6,\n        \"extended_price\": 13.8\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "4d4083e1-3612-4f44-8fda-e86ad1bd6522",
        "chatMessageId": "81af694c-df28-4274-a415-9f6287d4a851",
        "executionId": "80eba609-71a7-4a0b-b96b-ec51964175d2",
        "agentFlowExecutedData": [
            {
                "nodeId": "startAgentflow_0",
                "nodeLabel": "Start",
                "data": {
                    "id": "startAgentflow_0",
                    "name": "startAgentflow",
                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "1.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
                        "llmModelConfig": {
                            "credential": "",
                            "modelName": "gemini-2.5-flash",
                            "customModelName": "",
                            "temperature": "0.2",
                            "streaming": true,
                            "maxOutputTokens": "",
                            "topP": "",
                            "topK": "",
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                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
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                    "output": {
                        "content": "{\n  \"invoice_number\": \"569256\",\n  \"invoice_date\": \"2025-07-09\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217801\",\n        \"unit\": \"EA\",\n        \"description\": \"STRAWBERRY SLICED 6\/6.5#\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 21,\n        \"extended_price\": 21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2624201\",\n        \"unit\": \"EA\",\n        \"description\": \"PINEAPPLE GOLDEN RIPE\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 4.6,\n        \"extended_price\": 13.8\n      }\n    }\n  ]\n}",
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                        "invoice_number": "569256",
                        "invoice_date": "2025-07-09",
                        "vendor_name": "SUPA VALU,LTD.",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "1217801",
                                    "unit": "EA",
                                    "description": "STRAWBERRY SLICED 6\/6.5#",
                                    "quantity_shipped": 1,
                                    "unit_price": 21,
                                    "extended_price": 21
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2624201",
                                    "unit": "EA",
                                    "description": "PINEAPPLE GOLDEN RIPE",
                                    "quantity_shipped": 3,
                                    "unit_price": 4.6,
                                    "extended_price": 13.8
                                }
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                    "chatHistory": [
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                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"569256\",\n  \"invoice_date\": \"2025-07-09\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217801\",\n        \"unit\": \"EA\",\n        \"description\": \"STRAWBERRY SLICED 6\/6.5#\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 21,\n        \"extended_price\": 21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2624201\",\n        \"unit\": \"EA\",\n        \"description\": \"PINEAPPLE GOLDEN RIPE\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 4.6,\n        \"extended_price\": 13.8\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
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    {
        "text": "[\n  {\n    \"type\": \"text\",\n    \"text\": \"{\\\"invoice_number\\\": \\\"569519\\\", \\\"invoice_date\\\": \\\"2025-07-14\\\", \\\"vendor_name\\\": \\\"SUPA VALU,LTD.\\\", \\\"line_items\\\": [{\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"1217801\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"STRAWBERRY SLICED 6\/6.5#\\\", \\\"quantity_shipped\\\": 1, \\\"unit_price\\\": 21.00, \\\"extended_price\\\": 21.00}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2624201\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"PINEAPPLE GOLDEN RIPE\\\", \\\"quantity_shipped\\\": 3, \\\"unit_price\\\": 4.60, \\\"extended_price\\\": 13.80}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2815201\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"KALE\\\", \\\"quantity_shipped\\\": 2, \\\"unit_price\\\": 2.18, \\\"extended_price\\\": 4.36}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2816201\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"SPINACH CELLO\\\", \\\"quantity_shipped\\\": 1, \\\"unit_price\\\": 3.38, \\\"extended_price\\\": 3.38}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2819201\\\", \\\"unit\\\": \\\"LB\\\", \\\"description\\\": \\\"BEET ROOT\\\", \\\"quantity_shipped\\\": 10, \\\"unit_price\\\": 1.68, \\\"extended_price\\\": 17.81}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2823601\\\", \\\"unit\\\": \\\"PD\\\", \\\"description\\\": \\\"CARROTS BULK\\\", \\\"quantity_shipped\\\": 15, \\\"unit_price\\\": 1.31, \\\"extended_price\\\": 20.31}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2828401\\\", \\\"unit\\\": \\\"LB\\\", \\\"description\\\": \\\"CUCUMBER SELECT\\\", \\\"quantity_shipped\\\": 2, \\\"unit_price\\\": 1.23, \\\"extended_price\\\": 3.08}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2850601\\\", \\\"unit\\\": \\\"LB\\\", \\\"description\\\": \\\"GINGER ROOT\\\", \\\"quantity_shipped\\\": 2.80, \\\"unit_price\\\": 2.82, \\\"extended_price\\\": 7.90}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"3410580\\\", \\\"unit\\\": \\\"CS\\\", \\\"description\\\": \\\"KS WATER\\\", \\\"quantity_shipped\\\": 1, \\\"unit_price\\\": 10.16, \\\"extended_price\\\": 10.16}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"4026601\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"SUGAR BROWN LIGHT\\\", \\\"quantity_shipped\\\": 2, \\\"unit_price\\\": 1.66, \\\"extended_price\\\": 3.32}}]}\"\n  }\n]",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "f815c5f3-7cf7-4f07-b8c9-a04bdece5475",
        "chatMessageId": "1fa9f3d1-5751-47d6-8596-ca5f6e0031e2",
        "executionId": "a63eb5bd-3c71-40ee-8491-11f24b6dc942",
        "agentFlowExecutedData": [
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                "nodeId": "startAgentflow_0",
                "nodeLabel": "Start",
                "data": {
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                    "name": "startAgentflow",
                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "2.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
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                        ],
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                            "modelName": "gemini-2.5-flash",
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                            "safetySettings": "",
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                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
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                    },
                    "output": {
                        "0": {
                            "type": "text",
                            "text": "{\"invoice_number\": \"569519\", \"invoice_date\": \"2025-07-14\", \"vendor_name\": \"SUPA VALU,LTD.\", \"line_items\": [{\"type\": \"object\", \"properties\": {\"product_code\": \"1217801\", \"unit\": \"EA\", \"description\": \"STRAWBERRY SLICED 6\/6.5#\", \"quantity_shipped\": 1, \"unit_price\": 21.00, \"extended_price\": 21.00}}, {\"type\": \"object\", \"properties\": {\"product_code\": \"2624201\", \"unit\": \"EA\", \"description\": \"PINEAPPLE GOLDEN RIPE\", \"quantity_shipped\": 3, \"unit_price\": 4.60, \"extended_price\": 13.80}}, {\"type\": \"object\", \"properties\": {\"product_code\": \"2815201\", \"unit\": \"EA\", \"description\": \"KALE\", \"quantity_shipped\": 2, \"unit_price\": 2.18, \"extended_price\": 4.36}}, {\"type\": \"object\", \"properties\": {\"product_code\": \"2816201\", \"unit\": \"EA\", \"description\": \"SPINACH CELLO\", \"quantity_shipped\": 1, \"unit_price\": 3.38, \"extended_price\": 3.38}}, {\"type\": \"object\", \"properties\": {\"product_code\": \"2819201\", \"unit\": \"LB\", \"description\": \"BEET ROOT\", \"quantity_shipped\": 10, \"unit_price\": 1.68, \"extended_price\": 17.81}}, {\"type\": \"object\", \"properties\": {\"product_code\": \"2823601\", \"unit\": \"PD\", \"description\": \"CARROTS BULK\", \"quantity_shipped\": 15, \"unit_price\": 1.31, \"extended_price\": 20.31}}, {\"type\": \"object\", \"properties\": {\"product_code\": \"2828401\", \"unit\": \"LB\", \"description\": \"CUCUMBER SELECT\", \"quantity_shipped\": 2, \"unit_price\": 1.23, \"extended_price\": 3.08}}, {\"type\": \"object\", \"properties\": {\"product_code\": \"2850601\", \"unit\": \"LB\", \"description\": \"GINGER ROOT\", \"quantity_shipped\": 2.80, \"unit_price\": 2.82, \"extended_price\": 7.90}}, {\"type\": \"object\", \"properties\": {\"product_code\": \"3410580\", \"unit\": \"CS\", \"description\": \"KS WATER\", \"quantity_shipped\": 1, \"unit_price\": 10.16, \"extended_price\": 10.16}}, {\"type\": \"object\", \"properties\": {\"product_code\": \"4026601\", \"unit\": \"EA\", \"description\": \"SUGAR BROWN LIGHT\", \"quantity_shipped\": 2, \"unit_price\": 1.66, \"extended_price\": 3.32}}]}"
                        },
                        "content": "[\n  {\n    \"type\": \"text\",\n    \"text\": \"{\\\"invoice_number\\\": \\\"569519\\\", \\\"invoice_date\\\": \\\"2025-07-14\\\", \\\"vendor_name\\\": \\\"SUPA VALU,LTD.\\\", \\\"line_items\\\": [{\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"1217801\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"STRAWBERRY SLICED 6\/6.5#\\\", \\\"quantity_shipped\\\": 1, \\\"unit_price\\\": 21.00, \\\"extended_price\\\": 21.00}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2624201\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"PINEAPPLE GOLDEN RIPE\\\", \\\"quantity_shipped\\\": 3, \\\"unit_price\\\": 4.60, \\\"extended_price\\\": 13.80}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2815201\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"KALE\\\", \\\"quantity_shipped\\\": 2, \\\"unit_price\\\": 2.18, \\\"extended_price\\\": 4.36}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2816201\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"SPINACH CELLO\\\", \\\"quantity_shipped\\\": 1, \\\"unit_price\\\": 3.38, \\\"extended_price\\\": 3.38}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2819201\\\", \\\"unit\\\": \\\"LB\\\", \\\"description\\\": \\\"BEET ROOT\\\", \\\"quantity_shipped\\\": 10, \\\"unit_price\\\": 1.68, \\\"extended_price\\\": 17.81}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2823601\\\", \\\"unit\\\": \\\"PD\\\", \\\"description\\\": \\\"CARROTS BULK\\\", \\\"quantity_shipped\\\": 15, \\\"unit_price\\\": 1.31, \\\"extended_price\\\": 20.31}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2828401\\\", \\\"unit\\\": \\\"LB\\\", \\\"description\\\": \\\"CUCUMBER SELECT\\\", \\\"quantity_shipped\\\": 2, \\\"unit_price\\\": 1.23, \\\"extended_price\\\": 3.08}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2850601\\\", \\\"unit\\\": \\\"LB\\\", \\\"description\\\": \\\"GINGER ROOT\\\", \\\"quantity_shipped\\\": 2.80, \\\"unit_price\\\": 2.82, \\\"extended_price\\\": 7.90}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"3410580\\\", \\\"unit\\\": \\\"CS\\\", \\\"description\\\": \\\"KS WATER\\\", \\\"quantity_shipped\\\": 1, \\\"unit_price\\\": 10.16, \\\"extended_price\\\": 10.16}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"4026601\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"SUGAR BROWN LIGHT\\\", \\\"quantity_shipped\\\": 2, \\\"unit_price\\\": 1.66, \\\"extended_price\\\": 3.32}}]}\"\n  }\n]",
                        "timeMetadata": {
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                            "end": 1756194045734,
                            "delta": 17230
                        }
                    },
                    "state": [],
                    "chatHistory": [
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                            "role": "user",
                            "content": [
                                {
                                    "type": "stored-file",
                                    "name": "2.jpg",
                                    "mime": "image\/jpeg"
                                }
                            ]
                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "[\n  {\n    \"type\": \"text\",\n    \"text\": \"{\\\"invoice_number\\\": \\\"569519\\\", \\\"invoice_date\\\": \\\"2025-07-14\\\", \\\"vendor_name\\\": \\\"SUPA VALU,LTD.\\\", \\\"line_items\\\": [{\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"1217801\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"STRAWBERRY SLICED 6\/6.5#\\\", \\\"quantity_shipped\\\": 1, \\\"unit_price\\\": 21.00, \\\"extended_price\\\": 21.00}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2624201\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"PINEAPPLE GOLDEN RIPE\\\", \\\"quantity_shipped\\\": 3, \\\"unit_price\\\": 4.60, \\\"extended_price\\\": 13.80}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2815201\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"KALE\\\", \\\"quantity_shipped\\\": 2, \\\"unit_price\\\": 2.18, \\\"extended_price\\\": 4.36}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2816201\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"SPINACH CELLO\\\", \\\"quantity_shipped\\\": 1, \\\"unit_price\\\": 3.38, \\\"extended_price\\\": 3.38}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2819201\\\", \\\"unit\\\": \\\"LB\\\", \\\"description\\\": \\\"BEET ROOT\\\", \\\"quantity_shipped\\\": 10, \\\"unit_price\\\": 1.68, \\\"extended_price\\\": 17.81}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2823601\\\", \\\"unit\\\": \\\"PD\\\", \\\"description\\\": \\\"CARROTS BULK\\\", \\\"quantity_shipped\\\": 15, \\\"unit_price\\\": 1.31, \\\"extended_price\\\": 20.31}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2828401\\\", \\\"unit\\\": \\\"LB\\\", \\\"description\\\": \\\"CUCUMBER SELECT\\\", \\\"quantity_shipped\\\": 2, \\\"unit_price\\\": 1.23, \\\"extended_price\\\": 3.08}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"2850601\\\", \\\"unit\\\": \\\"LB\\\", \\\"description\\\": \\\"GINGER ROOT\\\", \\\"quantity_shipped\\\": 2.80, \\\"unit_price\\\": 2.82, \\\"extended_price\\\": 7.90}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"3410580\\\", \\\"unit\\\": \\\"CS\\\", \\\"description\\\": \\\"KS WATER\\\", \\\"quantity_shipped\\\": 1, \\\"unit_price\\\": 10.16, \\\"extended_price\\\": 10.16}}, {\\\"type\\\": \\\"object\\\", \\\"properties\\\": {\\\"product_code\\\": \\\"4026601\\\", \\\"unit\\\": \\\"EA\\\", \\\"description\\\": \\\"SUGAR BROWN LIGHT\\\", \\\"quantity_shipped\\\": 2, \\\"unit_price\\\": 1.66, \\\"extended_price\\\": 3.32}}]}\"\n  }\n]",
                            "name": "extract_&_analyze_invoice"
                        }
                    ]
                },
                "previousNodeIds": [
                    "startAgentflow_0"
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                "status": "FINISHED"
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        ],
        "sessionId": "f815c5f3-7cf7-4f07-b8c9-a04bdece5475"
    },
    {
        "text": "{\n  \"invoice_number\": \"569515\",\n  \"invoice_date\": \"2025-07-14\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"CW\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.52\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821801\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE RED\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 7.21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 7.73\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.31\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2855601\",\n        \"unit\": \"EA\",\n        \"description\": \"ROSEMARY FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.62,\n        \"extended_price\": 1.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2856601\",\n        \"unit\": \"EA\",\n        \"description\": \"THYME FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.4,\n        \"extended_price\": 1.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3005601\",\n        \"unit\": \"EA\",\n        \"description\": \"TOFU (FIRM 2\/PC)\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.7,\n        \"extended_price\": 4.7\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4002801\",\n        \"unit\": \"EA\",\n        \"description\": \"BARILLA LINGUINI #13\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.56,\n        \"extended_price\": 2.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24791\",\n        \"unit\": \"EA\",\n        \"description\": \"BLACK BEANS DRY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.91,\n        \"extended_price\": 1.91\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24861\",\n        \"unit\": \"EA\",\n        \"description\": \"RED KIDNEY BEAN SMALL\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 1.94,\n        \"extended_price\": 1.94\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "7e5dec15-14c1-41f6-a2a6-83639a2a6ee1",
        "chatMessageId": "287887c3-0179-4956-a0d4-58f08b829dda",
        "executionId": "6d327301-a74d-4bd6-8e44-c61e6df08a01",
        "agentFlowExecutedData": [
            {
                "nodeId": "startAgentflow_0",
                "nodeLabel": "Start",
                "data": {
                    "id": "startAgentflow_0",
                    "name": "startAgentflow",
                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "3.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
                        "llmModelConfig": {
                            "credential": "",
                            "modelName": "gemini-2.5-flash",
                            "customModelName": "",
                            "temperature": "0.2",
                            "streaming": true,
                            "maxOutputTokens": "",
                            "topP": "",
                            "topK": "",
                            "safetySettings": "",
                            "baseUrl": "",
                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
                        }
                    },
                    "output": {
                        "content": "{\n  \"invoice_number\": \"569515\",\n  \"invoice_date\": \"2025-07-14\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"CW\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.52\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821801\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE RED\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 7.21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 7.73\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.31\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2855601\",\n        \"unit\": \"EA\",\n        \"description\": \"ROSEMARY FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.62,\n        \"extended_price\": 1.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2856601\",\n        \"unit\": \"EA\",\n        \"description\": \"THYME FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.4,\n        \"extended_price\": 1.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3005601\",\n        \"unit\": \"EA\",\n        \"description\": \"TOFU (FIRM 2\/PC)\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.7,\n        \"extended_price\": 4.7\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4002801\",\n        \"unit\": \"EA\",\n        \"description\": \"BARILLA LINGUINI #13\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.56,\n        \"extended_price\": 2.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24791\",\n        \"unit\": \"EA\",\n        \"description\": \"BLACK BEANS DRY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.91,\n        \"extended_price\": 1.91\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24861\",\n        \"unit\": \"EA\",\n        \"description\": \"RED KIDNEY BEAN SMALL\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 1.94,\n        \"extended_price\": 1.94\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
                        "timeMetadata": {
                            "start": 1756194046290,
                            "end": 1756194070817,
                            "delta": 24527
                        },
                        "invoice_number": "569515",
                        "invoice_date": "2025-07-14",
                        "vendor_name": "SUPA VALU,LTD.",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2801601",
                                    "unit": "CW",
                                    "description": "POTATO BAKING 90CT",
                                    "quantity_shipped": 3,
                                    "unit_price": 1.19,
                                    "extended_price": 4.52
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2821801",
                                    "unit": "LB",
                                    "description": "CABBAGE RED",
                                    "quantity_shipped": 5,
                                    "unit_price": 1.31,
                                    "extended_price": 7.21
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2823601",
                                    "unit": "PD",
                                    "description": "CARROTS BULK",
                                    "quantity_shipped": 5,
                                    "unit_price": 1.31,
                                    "extended_price": 7.73
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2825401",
                                    "unit": "EA",
                                    "description": "CELERY EAST 30CT",
                                    "quantity_shipped": 1,
                                    "unit_price": 2.31,
                                    "extended_price": 2.31
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2855601",
                                    "unit": "EA",
                                    "description": "ROSEMARY FRESH",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.62,
                                    "extended_price": 1.62
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2856601",
                                    "unit": "EA",
                                    "description": "THYME FRESH",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.4,
                                    "extended_price": 1.4
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "3005601",
                                    "unit": "EA",
                                    "description": "TOFU (FIRM 2\/PC)",
                                    "quantity_shipped": 1,
                                    "unit_price": 4.7,
                                    "extended_price": 4.7
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4002801",
                                    "unit": "EA",
                                    "description": "BARILLA LINGUINI #13",
                                    "quantity_shipped": 1,
                                    "unit_price": 2.56,
                                    "extended_price": 2.56
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY24791",
                                    "unit": "EA",
                                    "description": "BLACK BEANS DRY",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.91,
                                    "extended_price": 1.91
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY24861",
                                    "unit": "EA",
                                    "description": "RED KIDNEY BEAN SMALL",
                                    "quantity_shipped": 0,
                                    "unit_price": 1.94,
                                    "extended_price": 1.94
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY26121",
                                    "unit": "EA",
                                    "description": "RICE BROWN LONG GRAIN",
                                    "quantity_shipped": 1,
                                    "unit_price": 4.2,
                                    "extended_price": 4.2
                                }
                            }
                        ]
                    },
                    "state": [],
                    "chatHistory": [
                        {
                            "role": "user",
                            "content": [
                                {
                                    "type": "stored-file",
                                    "name": "3.jpg",
                                    "mime": "image\/jpeg"
                                }
                            ]
                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"569515\",\n  \"invoice_date\": \"2025-07-14\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"CW\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.52\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821801\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE RED\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 7.21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 7.73\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.31\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2855601\",\n        \"unit\": \"EA\",\n        \"description\": \"ROSEMARY FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.62,\n        \"extended_price\": 1.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2856601\",\n        \"unit\": \"EA\",\n        \"description\": \"THYME FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.4,\n        \"extended_price\": 1.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3005601\",\n        \"unit\": \"EA\",\n        \"description\": \"TOFU (FIRM 2\/PC)\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.7,\n        \"extended_price\": 4.7\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4002801\",\n        \"unit\": \"EA\",\n        \"description\": \"BARILLA LINGUINI #13\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.56,\n        \"extended_price\": 2.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24791\",\n        \"unit\": \"EA\",\n        \"description\": \"BLACK BEANS DRY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.91,\n        \"extended_price\": 1.91\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24861\",\n        \"unit\": \"EA\",\n        \"description\": \"RED KIDNEY BEAN SMALL\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 1.94,\n        \"extended_price\": 1.94\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
                        }
                    ]
                },
                "previousNodeIds": [
                    "startAgentflow_0"
                ],
                "status": "FINISHED"
            }
        ],
        "sessionId": "7e5dec15-14c1-41f6-a2a6-83639a2a6ee1"
    },
    {
        "text": "{\n  \"invoice_number\": \"569608\",\n  \"invoice_date\": \"2025-07-15\",\n  \"vendor_name\": \"SUPA VALU, LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660491\",\n        \"unit\": \"EA\",\n        \"description\": \"VEGEBURGER GRILLERS PATTY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 18.43,\n        \"extended_price\": 18.43\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2807201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION YELLOW JUMBO\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 1.28,\n        \"extended_price\": 3.07\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828801\",\n        \"unit\": \"PD\",\n        \"description\": \"EGGPLANT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.87,\n        \"extended_price\": 6.73\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2839401\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER GREEN MED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.68,\n        \"extended_price\": 3.22\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2840601\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER RED BELL\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.46,\n        \"extended_price\": 3.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4011151\",\n        \"unit\": \"EA\",\n        \"description\": \"QUINOA TRI-COLOR\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 7.58,\n        \"extended_price\": 7.58\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4024801\",\n        \"unit\": \"EA\",\n        \"description\": \"SALT IODIZED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.27,\n        \"extended_price\": 2.27\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"5021611\",\n        \"unit\": \"EA\",\n        \"description\": \"TUMERIC GROUND\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 8.33,\n        \"extended_price\": 8.33\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24861\",\n        \"unit\": \"EA\",\n        \"description\": \"RED KIDNEY BEAN SMALL\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.94,\n        \"extended_price\": 4.01\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY39511\",\n        \"unit\": \"PK\",\n        \"description\": \"LASAGNE\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 4.01,\n        \"extended_price\": 0\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "9d529776-fd71-40e0-ae13-85b4e5865090",
        "chatMessageId": "5692ecd9-e1ab-4170-8ca5-64b2bf1888e5",
        "executionId": "cb62e652-4c67-49e5-a739-24abc116d45c",
        "agentFlowExecutedData": [
            {
                "nodeId": "startAgentflow_0",
                "nodeLabel": "Start",
                "data": {
                    "id": "startAgentflow_0",
                    "name": "startAgentflow",
                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "4.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
                        "llmModelConfig": {
                            "credential": "",
                            "modelName": "gemini-2.5-flash",
                            "customModelName": "",
                            "temperature": "0.2",
                            "streaming": true,
                            "maxOutputTokens": "",
                            "topP": "",
                            "topK": "",
                            "safetySettings": "",
                            "baseUrl": "",
                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
                        }
                    },
                    "output": {
                        "content": "{\n  \"invoice_number\": \"569608\",\n  \"invoice_date\": \"2025-07-15\",\n  \"vendor_name\": \"SUPA VALU, LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660491\",\n        \"unit\": \"EA\",\n        \"description\": \"VEGEBURGER GRILLERS PATTY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 18.43,\n        \"extended_price\": 18.43\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2807201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION YELLOW JUMBO\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 1.28,\n        \"extended_price\": 3.07\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828801\",\n        \"unit\": \"PD\",\n        \"description\": \"EGGPLANT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.87,\n        \"extended_price\": 6.73\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2839401\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER GREEN MED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.68,\n        \"extended_price\": 3.22\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2840601\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER RED BELL\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.46,\n        \"extended_price\": 3.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4011151\",\n        \"unit\": \"EA\",\n        \"description\": \"QUINOA TRI-COLOR\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 7.58,\n        \"extended_price\": 7.58\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4024801\",\n        \"unit\": \"EA\",\n        \"description\": \"SALT IODIZED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.27,\n        \"extended_price\": 2.27\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"5021611\",\n        \"unit\": \"EA\",\n        \"description\": \"TUMERIC GROUND\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 8.33,\n        \"extended_price\": 8.33\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24861\",\n        \"unit\": \"EA\",\n        \"description\": \"RED KIDNEY BEAN SMALL\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.94,\n        \"extended_price\": 4.01\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY39511\",\n        \"unit\": \"PK\",\n        \"description\": \"LASAGNE\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 4.01,\n        \"extended_price\": 0\n      }\n    }\n  ]\n}",
                        "timeMetadata": {
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                            "delta": 13063
                        },
                        "invoice_number": "569608",
                        "invoice_date": "2025-07-15",
                        "vendor_name": "SUPA VALU, LTD.",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "0660491",
                                    "unit": "EA",
                                    "description": "VEGEBURGER GRILLERS PATTY",
                                    "quantity_shipped": 1,
                                    "unit_price": 18.43,
                                    "extended_price": 18.43
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2807201",
                                    "unit": "LB",
                                    "description": "ONION YELLOW JUMBO",
                                    "quantity_shipped": 2,
                                    "unit_price": 1.28,
                                    "extended_price": 3.07
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2828801",
                                    "unit": "PD",
                                    "description": "EGGPLANT",
                                    "quantity_shipped": 3,
                                    "unit_price": 1.87,
                                    "extended_price": 6.73
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2839401",
                                    "unit": "PD",
                                    "description": "PEPPER GREEN MED",
                                    "quantity_shipped": 1,
                                    "unit_price": 2.68,
                                    "extended_price": 3.22
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2840601",
                                    "unit": "PD",
                                    "description": "PEPPER RED BELL",
                                    "quantity_shipped": 1,
                                    "unit_price": 3.46,
                                    "extended_price": 3.81
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4011151",
                                    "unit": "EA",
                                    "description": "QUINOA TRI-COLOR",
                                    "quantity_shipped": 1,
                                    "unit_price": 7.58,
                                    "extended_price": 7.58
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4024801",
                                    "unit": "EA",
                                    "description": "SALT IODIZED",
                                    "quantity_shipped": 1,
                                    "unit_price": 2.27,
                                    "extended_price": 2.27
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4808471",
                                    "unit": "EA",
                                    "description": "COCONUT MILK 1X13.5Z",
                                    "quantity_shipped": 2,
                                    "unit_price": 3.28,
                                    "extended_price": 6.56
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "5021611",
                                    "unit": "EA",
                                    "description": "TUMERIC GROUND",
                                    "quantity_shipped": 1,
                                    "unit_price": 8.33,
                                    "extended_price": 8.33
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY24861",
                                    "unit": "EA",
                                    "description": "RED KIDNEY BEAN SMALL",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.94,
                                    "extended_price": 4.01
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY39511",
                                    "unit": "PK",
                                    "description": "LASAGNE",
                                    "quantity_shipped": 0,
                                    "unit_price": 4.01,
                                    "extended_price": 0
                                }
                            }
                        ]
                    },
                    "state": [],
                    "chatHistory": [
                        {
                            "role": "user",
                            "content": [
                                {
                                    "type": "stored-file",
                                    "name": "4.jpg",
                                    "mime": "image\/jpeg"
                                }
                            ]
                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"569608\",\n  \"invoice_date\": \"2025-07-15\",\n  \"vendor_name\": \"SUPA VALU, LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660491\",\n        \"unit\": \"EA\",\n        \"description\": \"VEGEBURGER GRILLERS PATTY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 18.43,\n        \"extended_price\": 18.43\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2807201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION YELLOW JUMBO\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 1.28,\n        \"extended_price\": 3.07\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828801\",\n        \"unit\": \"PD\",\n        \"description\": \"EGGPLANT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.87,\n        \"extended_price\": 6.73\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2839401\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER GREEN MED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.68,\n        \"extended_price\": 3.22\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2840601\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER RED BELL\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.46,\n        \"extended_price\": 3.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4011151\",\n        \"unit\": \"EA\",\n        \"description\": \"QUINOA TRI-COLOR\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 7.58,\n        \"extended_price\": 7.58\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4024801\",\n        \"unit\": \"EA\",\n        \"description\": \"SALT IODIZED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.27,\n        \"extended_price\": 2.27\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"5021611\",\n        \"unit\": \"EA\",\n        \"description\": \"TUMERIC GROUND\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 8.33,\n        \"extended_price\": 8.33\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24861\",\n        \"unit\": \"EA\",\n        \"description\": \"RED KIDNEY BEAN SMALL\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.94,\n        \"extended_price\": 4.01\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY39511\",\n        \"unit\": \"PK\",\n        \"description\": \"LASAGNE\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 4.01,\n        \"extended_price\": 0\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
                        }
                    ]
                },
                "previousNodeIds": [
                    "startAgentflow_0"
                ],
                "status": "FINISHED"
            }
        ],
        "sessionId": "9d529776-fd71-40e0-ae13-85b4e5865090"
    },
    {
        "text": "{\n  \"invoice_number\": \"570052\",\n  \"invoice_date\": \"2025-07-23\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1212601\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CHOPPED FROZEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.12,\n        \"extended_price\": 6.12\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"PD\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.05\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2807201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION YELLOW JUMBO\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.28,\n        \"extended_price\": 4.22\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2811401\",\n        \"unit\": \"LB\",\n        \"description\": \"TOMATO VINE RIPE 6X6\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 2.46,\n        \"extended_price\": 7.63\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821201\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE GREEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.16,\n        \"extended_price\": 2.09\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 6.55\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2824601\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY CELLO SLEEVED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.45,\n        \"extended_price\": 2.45\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.66\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828401\",\n        \"unit\": \"EA\",\n        \"description\": \"CUCUMBER SELECT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 1.33,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24781\",\n        \"unit\": \"EA\",\n        \"description\": \"CHIC PEAS DRY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.07,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "51d0047d-6d89-46b2-bd94-c6e99b56b282",
        "chatMessageId": "ae02af06-8c16-4afc-a0de-9d26e2e98452",
        "executionId": "56de1424-a1f6-49b6-9050-cf7f5803a334",
        "agentFlowExecutedData": [
            {
                "nodeId": "startAgentflow_0",
                "nodeLabel": "Start",
                "data": {
                    "id": "startAgentflow_0",
                    "name": "startAgentflow",
                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "5.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
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                            "topK": "",
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                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
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                    },
                    "output": {
                        "content": "{\n  \"invoice_number\": \"570052\",\n  \"invoice_date\": \"2025-07-23\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1212601\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CHOPPED FROZEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.12,\n        \"extended_price\": 6.12\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"PD\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.05\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2807201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION YELLOW JUMBO\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.28,\n        \"extended_price\": 4.22\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2811401\",\n        \"unit\": \"LB\",\n        \"description\": \"TOMATO VINE RIPE 6X6\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 2.46,\n        \"extended_price\": 7.63\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821201\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE GREEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.16,\n        \"extended_price\": 2.09\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 6.55\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2824601\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY CELLO SLEEVED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.45,\n        \"extended_price\": 2.45\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.66\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828401\",\n        \"unit\": \"EA\",\n        \"description\": \"CUCUMBER SELECT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 1.33,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24781\",\n        \"unit\": \"EA\",\n        \"description\": \"CHIC PEAS DRY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.07,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
                        "timeMetadata": {
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                            "delta": 23184
                        },
                        "invoice_number": "570052",
                        "invoice_date": "2025-07-23",
                        "vendor_name": "SUPA VALU,LTD.",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "1212601",
                                    "unit": "EA",
                                    "description": "SPINACH CHOPPED FROZEN",
                                    "quantity_shipped": 1,
                                    "unit_price": 6.12,
                                    "extended_price": 6.12
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2801601",
                                    "unit": "PD",
                                    "description": "POTATO BAKING 90CT",
                                    "quantity_shipped": 3,
                                    "unit_price": 1.19,
                                    "extended_price": 4.05
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2807201",
                                    "unit": "LB",
                                    "description": "ONION YELLOW JUMBO",
                                    "quantity_shipped": 3,
                                    "unit_price": 1.28,
                                    "extended_price": 4.22
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2811401",
                                    "unit": "LB",
                                    "description": "TOMATO VINE RIPE 6X6",
                                    "quantity_shipped": 3,
                                    "unit_price": 2.46,
                                    "extended_price": 7.63
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2821201",
                                    "unit": "LB",
                                    "description": "CABBAGE GREEN",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.16,
                                    "extended_price": 2.09
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2823601",
                                    "unit": "PD",
                                    "description": "CARROTS BULK",
                                    "quantity_shipped": 5,
                                    "unit_price": 1.31,
                                    "extended_price": 6.55
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2824601",
                                    "unit": "EA",
                                    "description": "CELERY CELLO SLEEVED",
                                    "quantity_shipped": 1,
                                    "unit_price": 2.45,
                                    "extended_price": 2.45
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2825401",
                                    "unit": "EA",
                                    "description": "CELERY EAST 30CT",
                                    "quantity_shipped": 0,
                                    "unit_price": 2.31,
                                    "extended_price": 2.66
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2828401",
                                    "unit": "EA",
                                    "description": "CUCUMBER SELECT",
                                    "quantity_shipped": 2,
                                    "unit_price": 1.33,
                                    "extended_price": 6.56
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4808471",
                                    "unit": "EA",
                                    "description": "COCONUT MILK 1X13.5Z",
                                    "quantity_shipped": 2,
                                    "unit_price": 3.28,
                                    "extended_price": 4.2
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY24781",
                                    "unit": "EA",
                                    "description": "CHIC PEAS DRY",
                                    "quantity_shipped": 1,
                                    "unit_price": 2.07,
                                    "extended_price": 4.2
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY26121",
                                    "unit": "EA",
                                    "description": "RICE BROWN LONG GRAIN",
                                    "quantity_shipped": 1,
                                    "unit_price": 4.2,
                                    "extended_price": 4.2
                                }
                            }
                        ]
                    },
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                            "content": [
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                                    "name": "5.jpg",
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                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"570052\",\n  \"invoice_date\": \"2025-07-23\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1212601\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CHOPPED FROZEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.12,\n        \"extended_price\": 6.12\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"PD\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.05\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2807201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION YELLOW JUMBO\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.28,\n        \"extended_price\": 4.22\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2811401\",\n        \"unit\": \"LB\",\n        \"description\": \"TOMATO VINE RIPE 6X6\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 2.46,\n        \"extended_price\": 7.63\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821201\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE GREEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.16,\n        \"extended_price\": 2.09\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 6.55\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2824601\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY CELLO SLEEVED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.45,\n        \"extended_price\": 2.45\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.66\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828401\",\n        \"unit\": \"EA\",\n        \"description\": \"CUCUMBER SELECT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 1.33,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24781\",\n        \"unit\": \"EA\",\n        \"description\": \"CHIC PEAS DRY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.07,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
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        "text": "{\n  \"invoice_number\": \"570268\",\n  \"invoice_date\": \"2025-07-28\",\n  \"vendor_name\": \"SUPA VALU,LTD.-TORTOLA-\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1212601\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CHOPPED FROZEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.12,\n        \"extended_price\": 6.12\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2624201\",\n        \"unit\": \"EA\",\n        \"description\": \"PINEAPPLE GOLDEN RIPE\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 4.6,\n        \"extended_price\": 13.8\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2806201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION RED MEDIUM\",\n        \"quantity_shipped\": 1.9,\n        \"unit_price\": 2.07,\n        \"extended_price\": 3.93\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2815201\",\n        \"unit\": \"LB\",\n        \"description\": \"KALE\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.18,\n        \"extended_price\": 2.18\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2819201\",\n        \"unit\": \"LB\",\n        \"description\": \"BEET ROOT\",\n        \"quantity_shipped\": 10,\n        \"unit_price\": 1.68,\n        \"extended_price\": 17.14\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 10,\n        \"unit_price\": 1.31,\n        \"extended_price\": 13.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2830401\",\n        \"unit\": \"LB\",\n        \"description\": \"GARLIC JUMBO\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.07,\n        \"extended_price\": 5.29\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2839401\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER GREEN MED\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.75,\n        \"extended_price\": 11.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2840601\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER RED BELL\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.23,\n        \"extended_price\": 11.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2850601\",\n        \"unit\": \"#\",\n        \"description\": \"GINGER ROOT *CUT*\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.86,\n        \"extended_price\": 4.7\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3005601\",\n        \"unit\": \"EA\",\n        \"description\": \"TOFU (FIRM 2\/PC)\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.26,\n        \"extended_price\": 3.72\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4026001\",\n        \"unit\": \"EA\",\n        \"description\": \"SUGAR BROWN DARK\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.28,\n        \"extended_price\": 4.26\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"7003461\",\n        \"unit\": \"PK\",\n        \"description\": \"DELI CONT LID CLEAR 8-32Z\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.28,\n        \"extended_price\": 3.28\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"7401001\",\n        \"unit\": \"EA\",\n        \"description\": \"DELI WRAP 10X10, 75 12\/500\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.71,\n        \"extended_price\": 10.71\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"7401201\",\n        \"unit\": \"EA\",\n        \"description\": \"DELI WRAP 12X10, 75 12\/500\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.71,\n        \"extended_price\": 10.71\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
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                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "6.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
                        "llmModelConfig": {
                            "credential": "",
                            "modelName": "gemini-2.5-flash",
                            "customModelName": "",
                            "temperature": "0.2",
                            "streaming": true,
                            "maxOutputTokens": "",
                            "topP": "",
                            "topK": "",
                            "safetySettings": "",
                            "baseUrl": "",
                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
                        }
                    },
                    "output": {
                        "content": "{\n  \"invoice_number\": \"570268\",\n  \"invoice_date\": \"2025-07-28\",\n  \"vendor_name\": \"SUPA VALU,LTD.-TORTOLA-\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1212601\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CHOPPED FROZEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.12,\n        \"extended_price\": 6.12\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2624201\",\n        \"unit\": \"EA\",\n        \"description\": \"PINEAPPLE GOLDEN RIPE\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 4.6,\n        \"extended_price\": 13.8\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2806201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION RED MEDIUM\",\n        \"quantity_shipped\": 1.9,\n        \"unit_price\": 2.07,\n        \"extended_price\": 3.93\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2815201\",\n        \"unit\": \"LB\",\n        \"description\": \"KALE\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.18,\n        \"extended_price\": 2.18\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2819201\",\n        \"unit\": \"LB\",\n        \"description\": \"BEET ROOT\",\n        \"quantity_shipped\": 10,\n        \"unit_price\": 1.68,\n        \"extended_price\": 17.14\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 10,\n        \"unit_price\": 1.31,\n        \"extended_price\": 13.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2830401\",\n        \"unit\": \"LB\",\n        \"description\": \"GARLIC JUMBO\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.07,\n        \"extended_price\": 5.29\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2839401\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER GREEN MED\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.75,\n        \"extended_price\": 11.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2840601\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER RED BELL\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.23,\n        \"extended_price\": 11.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2850601\",\n        \"unit\": \"#\",\n        \"description\": \"GINGER ROOT *CUT*\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.86,\n        \"extended_price\": 4.7\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3005601\",\n        \"unit\": \"EA\",\n        \"description\": \"TOFU (FIRM 2\/PC)\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.26,\n        \"extended_price\": 3.72\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4026001\",\n        \"unit\": \"EA\",\n        \"description\": \"SUGAR BROWN DARK\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.28,\n        \"extended_price\": 4.26\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"7003461\",\n        \"unit\": \"PK\",\n        \"description\": \"DELI CONT LID CLEAR 8-32Z\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.28,\n        \"extended_price\": 3.28\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"7401001\",\n        \"unit\": \"EA\",\n        \"description\": \"DELI WRAP 10X10, 75 12\/500\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.71,\n        \"extended_price\": 10.71\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"7401201\",\n        \"unit\": \"EA\",\n        \"description\": \"DELI WRAP 12X10, 75 12\/500\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.71,\n        \"extended_price\": 10.71\n      }\n    }\n  ]\n}",
                        "timeMetadata": {
                            "start": 1756194112960,
                            "end": 1756194140690,
                            "delta": 27730
                        },
                        "invoice_number": "570268",
                        "invoice_date": "2025-07-28",
                        "vendor_name": "SUPA VALU,LTD.-TORTOLA-",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "1212601",
                                    "unit": "EA",
                                    "description": "SPINACH CHOPPED FROZEN",
                                    "quantity_shipped": 1,
                                    "unit_price": 6.12,
                                    "extended_price": 6.12
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2624201",
                                    "unit": "EA",
                                    "description": "PINEAPPLE GOLDEN RIPE",
                                    "quantity_shipped": 3,
                                    "unit_price": 4.6,
                                    "extended_price": 13.8
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2806201",
                                    "unit": "LB",
                                    "description": "ONION RED MEDIUM",
                                    "quantity_shipped": 1.9,
                                    "unit_price": 2.07,
                                    "extended_price": 3.93
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2815201",
                                    "unit": "LB",
                                    "description": "KALE",
                                    "quantity_shipped": 1,
                                    "unit_price": 2.18,
                                    "extended_price": 2.18
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2819201",
                                    "unit": "LB",
                                    "description": "BEET ROOT",
                                    "quantity_shipped": 10,
                                    "unit_price": 1.68,
                                    "extended_price": 17.14
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2823601",
                                    "unit": "PD",
                                    "description": "CARROTS BULK",
                                    "quantity_shipped": 10,
                                    "unit_price": 1.31,
                                    "extended_price": 13.62
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2830401",
                                    "unit": "LB",
                                    "description": "GARLIC JUMBO",
                                    "quantity_shipped": 2,
                                    "unit_price": 4.07,
                                    "extended_price": 5.29
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2839401",
                                    "unit": "PD",
                                    "description": "PEPPER GREEN MED",
                                    "quantity_shipped": 2,
                                    "unit_price": 4.75,
                                    "extended_price": 11.4
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2840601",
                                    "unit": "PD",
                                    "description": "PEPPER RED BELL",
                                    "quantity_shipped": 2,
                                    "unit_price": 4.23,
                                    "extended_price": 11.84
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2850601",
                                    "unit": "#",
                                    "description": "GINGER ROOT *CUT*",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.86,
                                    "extended_price": 4.7
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "3005601",
                                    "unit": "EA",
                                    "description": "TOFU (FIRM 2\/PC)",
                                    "quantity_shipped": 1,
                                    "unit_price": 4.26,
                                    "extended_price": 3.72
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4026001",
                                    "unit": "EA",
                                    "description": "SUGAR BROWN DARK",
                                    "quantity_shipped": 1,
                                    "unit_price": 3.28,
                                    "extended_price": 4.26
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "7003461",
                                    "unit": "PK",
                                    "description": "DELI CONT LID CLEAR 8-32Z",
                                    "quantity_shipped": 1,
                                    "unit_price": 3.28,
                                    "extended_price": 3.28
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "7401001",
                                    "unit": "EA",
                                    "description": "DELI WRAP 10X10, 75 12\/500",
                                    "quantity_shipped": 1,
                                    "unit_price": 10.71,
                                    "extended_price": 10.71
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "7401201",
                                    "unit": "EA",
                                    "description": "DELI WRAP 12X10, 75 12\/500",
                                    "quantity_shipped": 1,
                                    "unit_price": 10.71,
                                    "extended_price": 10.71
                                }
                            }
                        ]
                    },
                    "state": [],
                    "chatHistory": [
                        {
                            "role": "user",
                            "content": [
                                {
                                    "type": "stored-file",
                                    "name": "6.jpg",
                                    "mime": "image\/jpeg"
                                }
                            ]
                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"570268\",\n  \"invoice_date\": \"2025-07-28\",\n  \"vendor_name\": \"SUPA VALU,LTD.-TORTOLA-\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1212601\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CHOPPED FROZEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.12,\n        \"extended_price\": 6.12\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2624201\",\n        \"unit\": \"EA\",\n        \"description\": \"PINEAPPLE GOLDEN RIPE\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 4.6,\n        \"extended_price\": 13.8\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2806201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION RED MEDIUM\",\n        \"quantity_shipped\": 1.9,\n        \"unit_price\": 2.07,\n        \"extended_price\": 3.93\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2815201\",\n        \"unit\": \"LB\",\n        \"description\": \"KALE\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.18,\n        \"extended_price\": 2.18\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2819201\",\n        \"unit\": \"LB\",\n        \"description\": \"BEET ROOT\",\n        \"quantity_shipped\": 10,\n        \"unit_price\": 1.68,\n        \"extended_price\": 17.14\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 10,\n        \"unit_price\": 1.31,\n        \"extended_price\": 13.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2830401\",\n        \"unit\": \"LB\",\n        \"description\": \"GARLIC JUMBO\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.07,\n        \"extended_price\": 5.29\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2839401\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER GREEN MED\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.75,\n        \"extended_price\": 11.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2840601\",\n        \"unit\": \"PD\",\n        \"description\": \"PEPPER RED BELL\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.23,\n        \"extended_price\": 11.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2850601\",\n        \"unit\": \"#\",\n        \"description\": \"GINGER ROOT *CUT*\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.86,\n        \"extended_price\": 4.7\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3005601\",\n        \"unit\": \"EA\",\n        \"description\": \"TOFU (FIRM 2\/PC)\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.26,\n        \"extended_price\": 3.72\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4026001\",\n        \"unit\": \"EA\",\n        \"description\": \"SUGAR BROWN DARK\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.28,\n        \"extended_price\": 4.26\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"7003461\",\n        \"unit\": \"PK\",\n        \"description\": \"DELI CONT LID CLEAR 8-32Z\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.28,\n        \"extended_price\": 3.28\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"7401001\",\n        \"unit\": \"EA\",\n        \"description\": \"DELI WRAP 10X10, 75 12\/500\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.71,\n        \"extended_price\": 10.71\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"7401201\",\n        \"unit\": \"EA\",\n        \"description\": \"DELI WRAP 12X10, 75 12\/500\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.71,\n        \"extended_price\": 10.71\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
                        }
                    ]
                },
                "previousNodeIds": [
                    "startAgentflow_0"
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                "status": "FINISHED"
            }
        ],
        "sessionId": "e12fa214-a790-4d4b-9d73-6281f2c7f2ad"
    },
    {
        "text": "{\n  \"invoice_number\": \"570271\",\n  \"invoice_date\": \"2025-07-28\",\n  \"vendor_name\": \"SUPA VALU,LTD.-TORTOLA-\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"PD\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821801\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE RED\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.31,\n        \"extended_price\": 5.11\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2855601\",\n        \"unit\": \"EA\",\n        \"description\": \"ROSEMARY FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.62,\n        \"extended_price\": 1.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2856601\",\n        \"unit\": \"EA\",\n        \"description\": \"THYME FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.4,\n        \"extended_price\": 1.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3005601\",\n        \"unit\": \"EA\",\n        \"description\": \"TOFU (FIRM 2\/PC)\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.7,\n        \"extended_price\": 4.7\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4002801\",\n        \"unit\": \"EA\",\n        \"description\": \"BARILLA LINGUINI #13\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.56,\n        \"extended_price\": 2.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4011151\",\n        \"unit\": \"EA\",\n        \"description\": \"QUINOA TRI-COLOR\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 7.58,\n        \"extended_price\": 7.58\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4080471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GX26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "cc1211fa-07ee-45c5-8614-b28db5d09174",
        "chatMessageId": "4f533fda-fc3c-4589-b3c4-46fdf7e3cdf8",
        "executionId": "d78a241d-9085-40cb-acd4-2e74297b69c1",
        "agentFlowExecutedData": [
            {
                "nodeId": "startAgentflow_0",
                "nodeLabel": "Start",
                "data": {
                    "id": "startAgentflow_0",
                    "name": "startAgentflow",
                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "7.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
                        "llmModelConfig": {
                            "credential": "",
                            "modelName": "gemini-2.5-flash",
                            "customModelName": "",
                            "temperature": "0.2",
                            "streaming": true,
                            "maxOutputTokens": "",
                            "topP": "",
                            "topK": "",
                            "safetySettings": "",
                            "baseUrl": "",
                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
                        }
                    },
                    "output": {
                        "content": "{\n  \"invoice_number\": \"570271\",\n  \"invoice_date\": \"2025-07-28\",\n  \"vendor_name\": \"SUPA VALU,LTD.-TORTOLA-\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"PD\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821801\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE RED\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.31,\n        \"extended_price\": 5.11\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2855601\",\n        \"unit\": \"EA\",\n        \"description\": \"ROSEMARY FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.62,\n        \"extended_price\": 1.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2856601\",\n        \"unit\": \"EA\",\n        \"description\": \"THYME FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.4,\n        \"extended_price\": 1.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3005601\",\n        \"unit\": \"EA\",\n        \"description\": \"TOFU (FIRM 2\/PC)\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.7,\n        \"extended_price\": 4.7\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4002801\",\n        \"unit\": \"EA\",\n        \"description\": \"BARILLA LINGUINI #13\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.56,\n        \"extended_price\": 2.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4011151\",\n        \"unit\": \"EA\",\n        \"description\": \"QUINOA TRI-COLOR\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 7.58,\n        \"extended_price\": 7.58\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4080471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GX26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
                        "timeMetadata": {
                            "start": 1756194142870,
                            "end": 1756194160803,
                            "delta": 17933
                        },
                        "invoice_number": "570271",
                        "invoice_date": "2025-07-28",
                        "vendor_name": "SUPA VALU,LTD.-TORTOLA-",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "0660421",
                                    "unit": "EA",
                                    "description": "WORTHINGTON DINNER ROAST",
                                    "quantity_shipped": 1,
                                    "unit_price": 19.84,
                                    "extended_price": 19.84
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2801601",
                                    "unit": "PD",
                                    "description": "POTATO BAKING 90CT",
                                    "quantity_shipped": 3,
                                    "unit_price": 1.19,
                                    "extended_price": 4.4
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2821801",
                                    "unit": "LB",
                                    "description": "CABBAGE RED",
                                    "quantity_shipped": 3,
                                    "unit_price": 1.31,
                                    "extended_price": 5.11
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2855601",
                                    "unit": "EA",
                                    "description": "ROSEMARY FRESH",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.62,
                                    "extended_price": 1.62
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2856601",
                                    "unit": "EA",
                                    "description": "THYME FRESH",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.4,
                                    "extended_price": 1.4
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "3005601",
                                    "unit": "EA",
                                    "description": "TOFU (FIRM 2\/PC)",
                                    "quantity_shipped": 1,
                                    "unit_price": 4.7,
                                    "extended_price": 4.7
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4002801",
                                    "unit": "EA",
                                    "description": "BARILLA LINGUINI #13",
                                    "quantity_shipped": 1,
                                    "unit_price": 2.56,
                                    "extended_price": 2.56
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4011151",
                                    "unit": "EA",
                                    "description": "QUINOA TRI-COLOR",
                                    "quantity_shipped": 1,
                                    "unit_price": 7.58,
                                    "extended_price": 7.58
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4080471",
                                    "unit": "EA",
                                    "description": "COCONUT MILK 1X13.5Z",
                                    "quantity_shipped": 2,
                                    "unit_price": 3.28,
                                    "extended_price": 6.56
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GX26121",
                                    "unit": "EA",
                                    "description": "RICE BROWN LONG GRAIN",
                                    "quantity_shipped": 1,
                                    "unit_price": 4.2,
                                    "extended_price": 4.2
                                }
                            }
                        ]
                    },
                    "state": [],
                    "chatHistory": [
                        {
                            "role": "user",
                            "content": [
                                {
                                    "type": "stored-file",
                                    "name": "7.jpg",
                                    "mime": "image\/jpeg"
                                }
                            ]
                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"570271\",\n  \"invoice_date\": \"2025-07-28\",\n  \"vendor_name\": \"SUPA VALU,LTD.-TORTOLA-\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"PD\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821801\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE RED\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.31,\n        \"extended_price\": 5.11\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2855601\",\n        \"unit\": \"EA\",\n        \"description\": \"ROSEMARY FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.62,\n        \"extended_price\": 1.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2856601\",\n        \"unit\": \"EA\",\n        \"description\": \"THYME FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.4,\n        \"extended_price\": 1.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3005601\",\n        \"unit\": \"EA\",\n        \"description\": \"TOFU (FIRM 2\/PC)\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.7,\n        \"extended_price\": 4.7\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4002801\",\n        \"unit\": \"EA\",\n        \"description\": \"BARILLA LINGUINI #13\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.56,\n        \"extended_price\": 2.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4011151\",\n        \"unit\": \"EA\",\n        \"description\": \"QUINOA TRI-COLOR\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 7.58,\n        \"extended_price\": 7.58\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4080471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GX26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
                        }
                    ]
                },
                "previousNodeIds": [
                    "startAgentflow_0"
                ],
                "status": "FINISHED"
            }
        ],
        "sessionId": "cc1211fa-07ee-45c5-8614-b28db5d09174"
    },
    {
        "text": "{\n  \"invoice_number\": \"570346\",\n  \"invoice_date\": \"2025-07-29\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2807201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION YELLOW JUMBO\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.26,\n        \"extended_price\": 3.78\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2819201\",\n        \"unit\": \"LB\",\n        \"description\": \"BEET ROOT\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 6.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.31\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.09,\n        \"extended_price\": 4.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828801\",\n        \"unit\": \"PD\",\n        \"description\": \"EGGPLANT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.62,\n        \"extended_price\": 2.88\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2850601\",\n        \"unit\": \"CW\",\n        \"description\": \"GINGER ROOT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.43,\n        \"extended_price\": 3.43\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"5004401\",\n        \"unit\": \"EA\",\n        \"description\": \"CUMIN GROUND\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.97,\n        \"extended_price\": 1.97\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY247411\",\n        \"unit\": \"PK\",\n        \"description\": \"RED KIDNEY BEANS DRY\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.03,\n        \"extended_price\": 2.03\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24781\",\n        \"unit\": \"PK\",\n        \"description\": \"BLACK EYE PEAS DRY\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.07,\n        \"extended_price\": 4.14\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY39511\",\n        \"unit\": \"PK\",\n        \"description\": \"LASAGNE\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.01,\n        \"extended_price\": 4.01\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "a089fd51-87a2-4cb6-8d4b-eea6cd828b80",
        "chatMessageId": "d874ee1a-599e-4280-bb3e-4083b168fa73",
        "executionId": "9e8f0a0b-0b5c-4eee-89c6-15b75009d60e",
        "agentFlowExecutedData": [
            {
                "nodeId": "startAgentflow_0",
                "nodeLabel": "Start",
                "data": {
                    "id": "startAgentflow_0",
                    "name": "startAgentflow",
                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "8.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
                        "llmModelConfig": {
                            "credential": "",
                            "modelName": "gemini-2.5-flash",
                            "customModelName": "",
                            "temperature": "0.2",
                            "streaming": true,
                            "maxOutputTokens": "",
                            "topP": "",
                            "topK": "",
                            "safetySettings": "",
                            "baseUrl": "",
                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
                        }
                    },
                    "output": {
                        "content": "{\n  \"invoice_number\": \"570346\",\n  \"invoice_date\": \"2025-07-29\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2807201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION YELLOW JUMBO\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.26,\n        \"extended_price\": 3.78\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2819201\",\n        \"unit\": \"LB\",\n        \"description\": \"BEET ROOT\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 6.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.31\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.09,\n        \"extended_price\": 4.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828801\",\n        \"unit\": \"PD\",\n        \"description\": \"EGGPLANT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.62,\n        \"extended_price\": 2.88\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2850601\",\n        \"unit\": \"CW\",\n        \"description\": \"GINGER ROOT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.43,\n        \"extended_price\": 3.43\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"5004401\",\n        \"unit\": \"EA\",\n        \"description\": \"CUMIN GROUND\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.97,\n        \"extended_price\": 1.97\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY247411\",\n        \"unit\": \"PK\",\n        \"description\": \"RED KIDNEY BEANS DRY\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.03,\n        \"extended_price\": 2.03\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24781\",\n        \"unit\": \"PK\",\n        \"description\": \"BLACK EYE PEAS DRY\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.07,\n        \"extended_price\": 4.14\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY39511\",\n        \"unit\": \"PK\",\n        \"description\": \"LASAGNE\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.01,\n        \"extended_price\": 4.01\n      }\n    }\n  ]\n}",
                        "timeMetadata": {
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                            "end": 1756194175915,
                            "delta": 13445
                        },
                        "invoice_number": "570346",
                        "invoice_date": "2025-07-29",
                        "vendor_name": "SUPA VALU,LTD.",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "0660421",
                                    "unit": "EA",
                                    "description": "WORTHINGTON DINNER ROAST",
                                    "quantity_shipped": 1,
                                    "unit_price": 19.84,
                                    "extended_price": 19.84
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2807201",
                                    "unit": "LB",
                                    "description": "ONION YELLOW JUMBO",
                                    "quantity_shipped": 3,
                                    "unit_price": 1.26,
                                    "extended_price": 3.78
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2819201",
                                    "unit": "LB",
                                    "description": "BEET ROOT",
                                    "quantity_shipped": 5,
                                    "unit_price": 1.31,
                                    "extended_price": 6.81
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2823601",
                                    "unit": "PD",
                                    "description": "CARROTS BULK",
                                    "quantity_shipped": 1,
                                    "unit_price": 2.31,
                                    "extended_price": 2.31
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2825401",
                                    "unit": "EA",
                                    "description": "CELERY EAST 30CT",
                                    "quantity_shipped": 2,
                                    "unit_price": 2.09,
                                    "extended_price": 4.81
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2828801",
                                    "unit": "PD",
                                    "description": "EGGPLANT",
                                    "quantity_shipped": 2,
                                    "unit_price": 2.62,
                                    "extended_price": 2.88
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2850601",
                                    "unit": "CW",
                                    "description": "GINGER ROOT",
                                    "quantity_shipped": 1,
                                    "unit_price": 3.28,
                                    "extended_price": 6.56
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4808471",
                                    "unit": "EA",
                                    "description": "COCONUT MILK 1X13.5Z",
                                    "quantity_shipped": 2,
                                    "unit_price": 3.43,
                                    "extended_price": 3.43
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "5004401",
                                    "unit": "EA",
                                    "description": "CUMIN GROUND",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.97,
                                    "extended_price": 1.97
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY247411",
                                    "unit": "PK",
                                    "description": "RED KIDNEY BEANS DRY",
                                    "quantity_shipped": 2,
                                    "unit_price": 2.03,
                                    "extended_price": 2.03
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY24781",
                                    "unit": "PK",
                                    "description": "BLACK EYE PEAS DRY",
                                    "quantity_shipped": 2,
                                    "unit_price": 2.07,
                                    "extended_price": 4.14
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY39511",
                                    "unit": "PK",
                                    "description": "LASAGNE",
                                    "quantity_shipped": 1,
                                    "unit_price": 4.01,
                                    "extended_price": 4.01
                                }
                            }
                        ]
                    },
                    "state": [],
                    "chatHistory": [
                        {
                            "role": "user",
                            "content": [
                                {
                                    "type": "stored-file",
                                    "name": "8.jpg",
                                    "mime": "image\/jpeg"
                                }
                            ]
                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"570346\",\n  \"invoice_date\": \"2025-07-29\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2807201\",\n        \"unit\": \"LB\",\n        \"description\": \"ONION YELLOW JUMBO\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.26,\n        \"extended_price\": 3.78\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2819201\",\n        \"unit\": \"LB\",\n        \"description\": \"BEET ROOT\",\n        \"quantity_shipped\": 5,\n        \"unit_price\": 1.31,\n        \"extended_price\": 6.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.31\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.09,\n        \"extended_price\": 4.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828801\",\n        \"unit\": \"PD\",\n        \"description\": \"EGGPLANT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.62,\n        \"extended_price\": 2.88\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2850601\",\n        \"unit\": \"CW\",\n        \"description\": \"GINGER ROOT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.43,\n        \"extended_price\": 3.43\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"5004401\",\n        \"unit\": \"EA\",\n        \"description\": \"CUMIN GROUND\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.97,\n        \"extended_price\": 1.97\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY247411\",\n        \"unit\": \"PK\",\n        \"description\": \"RED KIDNEY BEANS DRY\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.03,\n        \"extended_price\": 2.03\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24781\",\n        \"unit\": \"PK\",\n        \"description\": \"BLACK EYE PEAS DRY\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.07,\n        \"extended_price\": 4.14\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY39511\",\n        \"unit\": \"PK\",\n        \"description\": \"LASAGNE\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.01,\n        \"extended_price\": 4.01\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
                        }
                    ]
                },
                "previousNodeIds": [
                    "startAgentflow_0"
                ],
                "status": "FINISHED"
            }
        ],
        "sessionId": "a089fd51-87a2-4cb6-8d4b-eea6cd828b80"
    },
    {
        "text": "{\n  \"invoice_number\": \"570393\",\n  \"invoice_date\": \"2025-07-30\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217181\",\n        \"unit\": \"EA\",\n        \"description\": \"PLANTAN SHEET SLICED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 13.78,\n        \"extended_price\": 13.78\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217801\",\n        \"unit\": \"EA\",\n        \"description\": \"STRAWBERRY SLICED 6\/.5#\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 7,\n        \"extended_price\": 21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2225601\",\n        \"unit\": \"PK\",\n        \"description\": \"PITA WHEAT TOUFAYAN\",\n        \"quantity_shipped\": 6,\n        \"unit_price\": 2.95,\n        \"extended_price\": 8.85\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2607601\",\n        \"unit\": \"EA\",\n        \"description\": \"APPLE GRANNY SMITH\",\n        \"quantity_shipped\": 6,\n        \"unit_price\": 0.67,\n        \"extended_price\": 4.02\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2811401\",\n        \"unit\": \"LB\",\n        \"description\": \"TOMATO VINE RIPE 6X6\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.02,\n        \"extended_price\": 6.03\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2816201\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CELLO\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.38,\n        \"extended_price\": 3.38\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2834801\",\n        \"unit\": \"EA\",\n        \"description\": \"PARSLEY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.15,\n        \"extended_price\": 1.15\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2850601\",\n        \"unit\": \"#\",\n        \"description\": \"GINGER ROOT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.62,\n        \"extended_price\": 6.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3404401\",\n        \"unit\": \"EA\",\n        \"description\": \"LEMON JUICE\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.68,\n        \"extended_price\": 4.68\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3410580\",\n        \"unit\": \"CS\",\n        \"description\": \"KS WATER\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.16,\n        \"extended_price\": 10.16\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"5017561\",\n        \"unit\": \"EA\",\n        \"description\": \"SEASONING ITALIAN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.58,\n        \"extended_price\": 4.58\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "7d31f047-92dd-4a56-a4cd-4a188ac63545",
        "chatMessageId": "ccd1edd7-3888-4642-b190-8f6fd1f76bad",
        "executionId": "45a876db-b1be-433f-ad2b-90c9ee192825",
        "agentFlowExecutedData": [
            {
                "nodeId": "startAgentflow_0",
                "nodeLabel": "Start",
                "data": {
                    "id": "startAgentflow_0",
                    "name": "startAgentflow",
                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "9.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
                        "llmModelConfig": {
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                            "temperature": "0.2",
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                            "maxOutputTokens": "",
                            "topP": "",
                            "topK": "",
                            "safetySettings": "",
                            "baseUrl": "",
                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
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                    },
                    "output": {
                        "content": "{\n  \"invoice_number\": \"570393\",\n  \"invoice_date\": \"2025-07-30\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217181\",\n        \"unit\": \"EA\",\n        \"description\": \"PLANTAN SHEET SLICED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 13.78,\n        \"extended_price\": 13.78\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217801\",\n        \"unit\": \"EA\",\n        \"description\": \"STRAWBERRY SLICED 6\/.5#\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 7,\n        \"extended_price\": 21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2225601\",\n        \"unit\": \"PK\",\n        \"description\": \"PITA WHEAT TOUFAYAN\",\n        \"quantity_shipped\": 6,\n        \"unit_price\": 2.95,\n        \"extended_price\": 8.85\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2607601\",\n        \"unit\": \"EA\",\n        \"description\": \"APPLE GRANNY SMITH\",\n        \"quantity_shipped\": 6,\n        \"unit_price\": 0.67,\n        \"extended_price\": 4.02\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2811401\",\n        \"unit\": \"LB\",\n        \"description\": \"TOMATO VINE RIPE 6X6\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.02,\n        \"extended_price\": 6.03\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2816201\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CELLO\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.38,\n        \"extended_price\": 3.38\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2834801\",\n        \"unit\": \"EA\",\n        \"description\": \"PARSLEY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.15,\n        \"extended_price\": 1.15\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2850601\",\n        \"unit\": \"#\",\n        \"description\": \"GINGER ROOT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.62,\n        \"extended_price\": 6.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3404401\",\n        \"unit\": \"EA\",\n        \"description\": \"LEMON JUICE\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.68,\n        \"extended_price\": 4.68\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3410580\",\n        \"unit\": \"CS\",\n        \"description\": \"KS WATER\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.16,\n        \"extended_price\": 10.16\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"5017561\",\n        \"unit\": \"EA\",\n        \"description\": \"SEASONING ITALIAN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.58,\n        \"extended_price\": 4.58\n      }\n    }\n  ]\n}",
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                            "delta": 12173
                        },
                        "invoice_number": "570393",
                        "invoice_date": "2025-07-30",
                        "vendor_name": "SUPA VALU,LTD.",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "1217181",
                                    "unit": "EA",
                                    "description": "PLANTAN SHEET SLICED",
                                    "quantity_shipped": 1,
                                    "unit_price": 13.78,
                                    "extended_price": 13.78
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "1217801",
                                    "unit": "EA",
                                    "description": "STRAWBERRY SLICED 6\/.5#",
                                    "quantity_shipped": 3,
                                    "unit_price": 7,
                                    "extended_price": 21
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2225601",
                                    "unit": "PK",
                                    "description": "PITA WHEAT TOUFAYAN",
                                    "quantity_shipped": 6,
                                    "unit_price": 2.95,
                                    "extended_price": 8.85
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2607601",
                                    "unit": "EA",
                                    "description": "APPLE GRANNY SMITH",
                                    "quantity_shipped": 6,
                                    "unit_price": 0.67,
                                    "extended_price": 4.02
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2811401",
                                    "unit": "LB",
                                    "description": "TOMATO VINE RIPE 6X6",
                                    "quantity_shipped": 2,
                                    "unit_price": 3.02,
                                    "extended_price": 6.03
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2816201",
                                    "unit": "EA",
                                    "description": "SPINACH CELLO",
                                    "quantity_shipped": 1,
                                    "unit_price": 3.38,
                                    "extended_price": 3.38
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2834801",
                                    "unit": "EA",
                                    "description": "PARSLEY",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.15,
                                    "extended_price": 1.15
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2850601",
                                    "unit": "#",
                                    "description": "GINGER ROOT",
                                    "quantity_shipped": 2,
                                    "unit_price": 2.62,
                                    "extended_price": 6.81
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "3404401",
                                    "unit": "EA",
                                    "description": "LEMON JUICE",
                                    "quantity_shipped": 1,
                                    "unit_price": 4.68,
                                    "extended_price": 4.68
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "3410580",
                                    "unit": "CS",
                                    "description": "KS WATER",
                                    "quantity_shipped": 1,
                                    "unit_price": 10.16,
                                    "extended_price": 10.16
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "5017561",
                                    "unit": "EA",
                                    "description": "SEASONING ITALIAN",
                                    "quantity_shipped": 1,
                                    "unit_price": 4.58,
                                    "extended_price": 4.58
                                }
                            }
                        ]
                    },
                    "state": [],
                    "chatHistory": [
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                            "role": "user",
                            "content": [
                                {
                                    "type": "stored-file",
                                    "name": "9.jpg",
                                    "mime": "image\/jpeg"
                                }
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                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"570393\",\n  \"invoice_date\": \"2025-07-30\",\n  \"vendor_name\": \"SUPA VALU,LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217181\",\n        \"unit\": \"EA\",\n        \"description\": \"PLANTAN SHEET SLICED\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 13.78,\n        \"extended_price\": 13.78\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217801\",\n        \"unit\": \"EA\",\n        \"description\": \"STRAWBERRY SLICED 6\/.5#\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 7,\n        \"extended_price\": 21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2225601\",\n        \"unit\": \"PK\",\n        \"description\": \"PITA WHEAT TOUFAYAN\",\n        \"quantity_shipped\": 6,\n        \"unit_price\": 2.95,\n        \"extended_price\": 8.85\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2607601\",\n        \"unit\": \"EA\",\n        \"description\": \"APPLE GRANNY SMITH\",\n        \"quantity_shipped\": 6,\n        \"unit_price\": 0.67,\n        \"extended_price\": 4.02\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2811401\",\n        \"unit\": \"LB\",\n        \"description\": \"TOMATO VINE RIPE 6X6\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.02,\n        \"extended_price\": 6.03\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2816201\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CELLO\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 3.38,\n        \"extended_price\": 3.38\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2834801\",\n        \"unit\": \"EA\",\n        \"description\": \"PARSLEY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.15,\n        \"extended_price\": 1.15\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2850601\",\n        \"unit\": \"#\",\n        \"description\": \"GINGER ROOT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.62,\n        \"extended_price\": 6.81\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3404401\",\n        \"unit\": \"EA\",\n        \"description\": \"LEMON JUICE\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.68,\n        \"extended_price\": 4.68\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3410580\",\n        \"unit\": \"CS\",\n        \"description\": \"KS WATER\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.16,\n        \"extended_price\": 10.16\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"5017561\",\n        \"unit\": \"EA\",\n        \"description\": \"SEASONING ITALIAN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.58,\n        \"extended_price\": 4.58\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
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    {
        "text": "{\n  \"invoice_number\": \"570418\",\n  \"invoice_date\": \"2025-07-30\",\n  \"vendor_name\": \"SUPA VALU, LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1210801\",\n        \"unit\": \"PD\",\n        \"description\": \"OKRA CUT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 5.27,\n        \"extended_price\": 5.27\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"CW\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.52\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2819801\",\n        \"unit\": \"EA\",\n        \"description\": \"BROCCOLI\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 4.4,\n        \"extended_price\": 4.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821201\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE GREEN\",\n        \"quantity_shipped\": 20,\n        \"unit_price\": 1.31,\n        \"extended_price\": 27.38\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.4,\n        \"extended_price\": 1.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2856601\",\n        \"unit\": \"EA\",\n        \"description\": \"THYME FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.41,\n        \"extended_price\": 6.41\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4011101\",\n        \"unit\": \"EA\",\n        \"description\": \"GRAIN QUINOA WHITE ORGANIC\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.1,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24761\",\n        \"unit\": \"EA\",\n        \"description\": \"LENTILS\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "d2e12945-e275-4d5f-b456-e581cc11060c",
        "chatMessageId": "ae7589d9-edac-42ba-8b89-f3a17edb4312",
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                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
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                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
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                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
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                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "10.jpg",
                                        "mime": "image\/jpeg"
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                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
                        "llmModelConfig": {
                            "credential": "",
                            "modelName": "gemini-2.5-flash",
                            "customModelName": "",
                            "temperature": "0.2",
                            "streaming": true,
                            "maxOutputTokens": "",
                            "topP": "",
                            "topK": "",
                            "safetySettings": "",
                            "baseUrl": "",
                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
                        }
                    },
                    "output": {
                        "content": "{\n  \"invoice_number\": \"570418\",\n  \"invoice_date\": \"2025-07-30\",\n  \"vendor_name\": \"SUPA VALU, LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1210801\",\n        \"unit\": \"PD\",\n        \"description\": \"OKRA CUT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 5.27,\n        \"extended_price\": 5.27\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"CW\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.52\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2819801\",\n        \"unit\": \"EA\",\n        \"description\": \"BROCCOLI\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 4.4,\n        \"extended_price\": 4.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821201\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE GREEN\",\n        \"quantity_shipped\": 20,\n        \"unit_price\": 1.31,\n        \"extended_price\": 27.38\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.4,\n        \"extended_price\": 1.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2856601\",\n        \"unit\": \"EA\",\n        \"description\": \"THYME FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.41,\n        \"extended_price\": 6.41\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4011101\",\n        \"unit\": \"EA\",\n        \"description\": \"GRAIN QUINOA WHITE ORGANIC\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.1,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24761\",\n        \"unit\": \"EA\",\n        \"description\": \"LENTILS\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
                        "timeMetadata": {
                            "start": 1756194191930,
                            "end": 1756194207826,
                            "delta": 15896
                        },
                        "invoice_number": "570418",
                        "invoice_date": "2025-07-30",
                        "vendor_name": "SUPA VALU, LTD.",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "0660421",
                                    "unit": "EA",
                                    "description": "WORTHINGTON DINNER ROAST",
                                    "quantity_shipped": 1,
                                    "unit_price": 19.84,
                                    "extended_price": 19.84
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "1210801",
                                    "unit": "PD",
                                    "description": "OKRA CUT",
                                    "quantity_shipped": 3,
                                    "unit_price": 5.27,
                                    "extended_price": 5.27
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2801601",
                                    "unit": "CW",
                                    "description": "POTATO BAKING 90CT",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.19,
                                    "extended_price": 4.52
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2819801",
                                    "unit": "EA",
                                    "description": "BROCCOLI",
                                    "quantity_shipped": 0,
                                    "unit_price": 4.4,
                                    "extended_price": 4.4
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2821201",
                                    "unit": "LB",
                                    "description": "CABBAGE GREEN",
                                    "quantity_shipped": 20,
                                    "unit_price": 1.31,
                                    "extended_price": 27.38
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2823601",
                                    "unit": "PD",
                                    "description": "CARROTS BULK",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.4,
                                    "extended_price": 1.4
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2856601",
                                    "unit": "EA",
                                    "description": "THYME FRESH",
                                    "quantity_shipped": 1,
                                    "unit_price": 6.41,
                                    "extended_price": 6.41
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4011101",
                                    "unit": "EA",
                                    "description": "GRAIN QUINOA WHITE ORGANIC",
                                    "quantity_shipped": 2,
                                    "unit_price": 3.28,
                                    "extended_price": 6.56
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4808471",
                                    "unit": "EA",
                                    "description": "COCONUT MILK 1X13.5Z",
                                    "quantity_shipped": 2,
                                    "unit_price": 2.1,
                                    "extended_price": 4.2
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY24761",
                                    "unit": "EA",
                                    "description": "LENTILS",
                                    "quantity_shipped": 2,
                                    "unit_price": 4.2,
                                    "extended_price": 4.2
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY26121",
                                    "unit": "EA",
                                    "description": "RICE BROWN LONG GRAIN",
                                    "quantity_shipped": 1,
                                    "unit_price": 4.2,
                                    "extended_price": 4.2
                                }
                            }
                        ]
                    },
                    "state": [],
                    "chatHistory": [
                        {
                            "role": "user",
                            "content": [
                                {
                                    "type": "stored-file",
                                    "name": "10.jpg",
                                    "mime": "image\/jpeg"
                                }
                            ]
                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"570418\",\n  \"invoice_date\": \"2025-07-30\",\n  \"vendor_name\": \"SUPA VALU, LTD.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1210801\",\n        \"unit\": \"PD\",\n        \"description\": \"OKRA CUT\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 5.27,\n        \"extended_price\": 5.27\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"CW\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.52\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2819801\",\n        \"unit\": \"EA\",\n        \"description\": \"BROCCOLI\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 4.4,\n        \"extended_price\": 4.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821201\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE GREEN\",\n        \"quantity_shipped\": 20,\n        \"unit_price\": 1.31,\n        \"extended_price\": 27.38\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.4,\n        \"extended_price\": 1.4\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2856601\",\n        \"unit\": \"EA\",\n        \"description\": \"THYME FRESH\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.41,\n        \"extended_price\": 6.41\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4011101\",\n        \"unit\": \"EA\",\n        \"description\": \"GRAIN QUINOA WHITE ORGANIC\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.1,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24761\",\n        \"unit\": \"EA\",\n        \"description\": \"LENTILS\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY26121\",\n        \"unit\": \"EA\",\n        \"description\": \"RICE BROWN LONG GRAIN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 4.2,\n        \"extended_price\": 4.2\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
                        }
                    ]
                },
                "previousNodeIds": [
                    "startAgentflow_0"
                ],
                "status": "FINISHED"
            }
        ],
        "sessionId": "d2e12945-e275-4d5f-b456-e581cc11060c"
    },
    {
        "text": "{\n  \"invoice_number\": \"570514\",\n  \"invoice_date\": \"2025-08-01\",\n  \"vendor_name\": \"SUPA VALU, LTD.-TORTOLA\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660491\",\n        \"unit\": \"EA\",\n        \"description\": \"VEGEBURGER GRILLERS PATTY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 18.43,\n        \"extended_price\": 18.43\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217801\",\n        \"unit\": \"EA\",\n        \"description\": \"STRAWBERRY SLICED 6\/6.5#\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 21,\n        \"extended_price\": 21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2624201\",\n        \"unit\": \"LB\",\n        \"description\": \"PINEAPPLE GOLDEN RIPE\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 4.6,\n        \"extended_price\": 13.8\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828401\",\n        \"unit\": \"LB\",\n        \"description\": \"CUCUMBER SELECT\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 1.28,\n        \"extended_price\": 2.94\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3410560\",\n        \"unit\": \"#\",\n        \"description\": \"KS WATER\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.16,\n        \"extended_price\": 10.16\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4026601\",\n        \"unit\": \"EA\",\n        \"description\": \"SUGAR BROWN LIGHT 24\/1#\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.66,\n        \"extended_price\": 4.98\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "30fe4d0c-dc29-4ffd-a82d-bfc5f2b706c3",
        "chatMessageId": "d883c267-f102-40d6-81b5-98e2ad2f6731",
        "executionId": "fa72b691-8d21-4634-a83a-899c60781322",
        "agentFlowExecutedData": [
            {
                "nodeId": "startAgentflow_0",
                "nodeLabel": "Start",
                "data": {
                    "id": "startAgentflow_0",
                    "name": "startAgentflow",
                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "11.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
                        "llmModelConfig": {
                            "credential": "",
                            "modelName": "gemini-2.5-flash",
                            "customModelName": "",
                            "temperature": "0.2",
                            "streaming": true,
                            "maxOutputTokens": "",
                            "topP": "",
                            "topK": "",
                            "safetySettings": "",
                            "baseUrl": "",
                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
                        }
                    },
                    "output": {
                        "content": "{\n  \"invoice_number\": \"570514\",\n  \"invoice_date\": \"2025-08-01\",\n  \"vendor_name\": \"SUPA VALU, LTD.-TORTOLA\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660491\",\n        \"unit\": \"EA\",\n        \"description\": \"VEGEBURGER GRILLERS PATTY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 18.43,\n        \"extended_price\": 18.43\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217801\",\n        \"unit\": \"EA\",\n        \"description\": \"STRAWBERRY SLICED 6\/6.5#\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 21,\n        \"extended_price\": 21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2624201\",\n        \"unit\": \"LB\",\n        \"description\": \"PINEAPPLE GOLDEN RIPE\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 4.6,\n        \"extended_price\": 13.8\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828401\",\n        \"unit\": \"LB\",\n        \"description\": \"CUCUMBER SELECT\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 1.28,\n        \"extended_price\": 2.94\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3410560\",\n        \"unit\": \"#\",\n        \"description\": \"KS WATER\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.16,\n        \"extended_price\": 10.16\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4026601\",\n        \"unit\": \"EA\",\n        \"description\": \"SUGAR BROWN LIGHT 24\/1#\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.66,\n        \"extended_price\": 4.98\n      }\n    }\n  ]\n}",
                        "timeMetadata": {
                            "start": 1756194209886,
                            "end": 1756194221674,
                            "delta": 11788
                        },
                        "invoice_number": "570514",
                        "invoice_date": "2025-08-01",
                        "vendor_name": "SUPA VALU, LTD.-TORTOLA",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "0660491",
                                    "unit": "EA",
                                    "description": "VEGEBURGER GRILLERS PATTY",
                                    "quantity_shipped": 1,
                                    "unit_price": 18.43,
                                    "extended_price": 18.43
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "1217801",
                                    "unit": "EA",
                                    "description": "STRAWBERRY SLICED 6\/6.5#",
                                    "quantity_shipped": 1,
                                    "unit_price": 21,
                                    "extended_price": 21
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2624201",
                                    "unit": "LB",
                                    "description": "PINEAPPLE GOLDEN RIPE",
                                    "quantity_shipped": 3,
                                    "unit_price": 4.6,
                                    "extended_price": 13.8
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2828401",
                                    "unit": "LB",
                                    "description": "CUCUMBER SELECT",
                                    "quantity_shipped": 0,
                                    "unit_price": 1.28,
                                    "extended_price": 2.94
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "3410560",
                                    "unit": "#",
                                    "description": "KS WATER",
                                    "quantity_shipped": 1,
                                    "unit_price": 10.16,
                                    "extended_price": 10.16
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4026601",
                                    "unit": "EA",
                                    "description": "SUGAR BROWN LIGHT 24\/1#",
                                    "quantity_shipped": 3,
                                    "unit_price": 1.66,
                                    "extended_price": 4.98
                                }
                            }
                        ]
                    },
                    "state": [],
                    "chatHistory": [
                        {
                            "role": "user",
                            "content": [
                                {
                                    "type": "stored-file",
                                    "name": "11.jpg",
                                    "mime": "image\/jpeg"
                                }
                            ]
                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"570514\",\n  \"invoice_date\": \"2025-08-01\",\n  \"vendor_name\": \"SUPA VALU, LTD.-TORTOLA\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660491\",\n        \"unit\": \"EA\",\n        \"description\": \"VEGEBURGER GRILLERS PATTY\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 18.43,\n        \"extended_price\": 18.43\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217801\",\n        \"unit\": \"EA\",\n        \"description\": \"STRAWBERRY SLICED 6\/6.5#\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 21,\n        \"extended_price\": 21\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2624201\",\n        \"unit\": \"LB\",\n        \"description\": \"PINEAPPLE GOLDEN RIPE\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 4.6,\n        \"extended_price\": 13.8\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2828401\",\n        \"unit\": \"LB\",\n        \"description\": \"CUCUMBER SELECT\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 1.28,\n        \"extended_price\": 2.94\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"3410560\",\n        \"unit\": \"#\",\n        \"description\": \"KS WATER\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 10.16,\n        \"extended_price\": 10.16\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4026601\",\n        \"unit\": \"EA\",\n        \"description\": \"SUGAR BROWN LIGHT 24\/1#\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 1.66,\n        \"extended_price\": 4.98\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
                        }
                    ]
                },
                "previousNodeIds": [
                    "startAgentflow_0"
                ],
                "status": "FINISHED"
            }
        ],
        "sessionId": "30fe4d0c-dc29-4ffd-a82d-bfc5f2b706c3"
    },
    {
        "text": "{\n  \"invoice_number\": \"570518\",\n  \"invoice_date\": \"2025-08-01\",\n  \"vendor_name\": \"Supa Valu, Ltd.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1212601\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CHOPPED FROZEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.12,\n        \"extended_price\": 6.12\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217181\",\n        \"unit\": \"EA\",\n        \"description\": \"PLANTAIN SWEET SLICED\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 13.78,\n        \"extended_price\": 13.78\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"PD\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.64\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821201\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE GREEN\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 1.16,\n        \"extended_price\": 0\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 10,\n        \"unit_price\": 1.31,\n        \"extended_price\": 13.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.31\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24761\",\n        \"unit\": \"EA\",\n        \"description\": \"LENTILS\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.1,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24781\",\n        \"unit\": \"EA\",\n        \"description\": \"CHIC PEAS DRY\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.07,\n        \"extended_price\": 4.14\n      }\n    }\n  ]\n}",
        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations.",
        "chatId": "25617e23-8b45-45c0-abaf-8f3894c4f412",
        "chatMessageId": "83b57647-20df-426f-a402-169fb2ed844b",
        "executionId": "e0704a28-7f07-4b9c-8cd8-fc73bc700a3a",
        "agentFlowExecutedData": [
            {
                "nodeId": "startAgentflow_0",
                "nodeLabel": "Start",
                "data": {
                    "id": "startAgentflow_0",
                    "name": "startAgentflow",
                    "input": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "output": {
                        "question": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                    },
                    "state": []
                },
                "previousNodeIds": [],
                "status": "FINISHED"
            },
            {
                "nodeId": "llmAgentflow_0",
                "nodeLabel": "Extract & Analyze Invoice",
                "data": {
                    "id": "llmAgentflow_0",
                    "name": "llmAgentflow",
                    "input": {
                        "messages": [
                            {
                                "role": "user",
                                "content": [
                                    {
                                        "type": "stored-file",
                                        "name": "12.jpg",
                                        "mime": "image\/jpeg"
                                    }
                                ]
                            },
                            {
                                "role": "user",
                                "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                            },
                            {
                                "role": "user",
                                "content": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding"
                            }
                        ],
                        "llmModel": "chatGoogleGenerativeAI",
                        "llmEnableMemory": true,
                        "llmMemoryType": "allMessages",
                        "llmUserMessage": "Invoice Analyzer Instructions\n=============================\n\nYou are a comprehensive invoice analyzer. Your task is to extract and structure all relevant information from invoice documents with high accuracy and consistency from Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations. or \n\nProcessing Guidelines\n---------------------\n\n### Multi-Invoice Documents\n\n*   **Separate Analysis**: If a document contains multiple invoices, each invoice individually and present results separately\n    \n*   **Clear Identification**: Number each invoice (Invoice 1, Invoice 2, etc.) when multiple invoices are present\n    \n*   **Page Continuations**: Recognize when invoices span multiple pages and consolidate information appropriately\n    \n\n### Data Extraction Requirements\n\nExtract the following information for each invoice:\n\n#### Essential Invoice Details\n\n*   **Invoice Number**: Unique identifier for the invoice\n    \n*   **Invoice Date**: Date the invoice was issued\n    \n*   **Due Date**: Payment due date (if specified)\n    \n*   **Purchase Order Number**: Reference number (if present)\n    \n\n#### Vendor\/Supplier Information\n\n*   **Company Name**: Full legal name of the billing entity\n    \n*   **Address**: Complete billing address\n    \n*   **Contact Information**: Phone, email, website (if available)\n    \n*   **Tax ID\/Registration Numbers**: VAT, GST, EIN, or other tax identifiers\n    \n\n#### Customer\/Bill-to Information\n\n*   **Company Name**: Full name of the entity being billed\n    \n*   **Address**: Complete billing\/shipping address\n    \n*   **Contact Person**: If specified\n    \n\n#### Financial Details\n\n*   **Line Items**: Each product\/service with:\n    \n    *   Description\n        \n    *   Quantity\n        \n    *   Unit price\n        \n    *   Total amount per line\n        \n*   **Subtotal**: Pre-tax amount\n    \n*   **Tax Information**:\n    \n    *   Tax rate(s)\n        \n    *   Tax amount(s)\n        \n    *   Tax type (VAT, GST, sales tax, etc.)\n        \n*   **Discounts**: Any applied discounts or credits\n    \n*   **Total Amount**: Final amount due\n    \n*   **Currency**: Specified currency\n    \n\n#### Payment Information\n\n*   **Payment Terms**: Net 30, due on receipt, etc.\n    \n*   **Payment Methods**: Accepted payment options\n    \n*   **Bank Details**: If provided for wire transfers\n    \n\n#### Additional Information\n\n*   **Notes\/Comments**: Any special instructions or terms\n    \n*   **Reference Numbers**: Order numbers, contract references\n    \n*   **Shipping Information**: If different from billing address\n    \n\nOutput Format\n-------------\n\nPresent extracted information in a structured format:\n\n    INVOICE [Number if multiple]\n    ========================\n    Invoice Number: [number]\n    Date: [date]\n    Due Date: [date]\n    PO Number: [if applicable]\n    \n    VENDOR:\n    Name: [company name]\n    Address: [full address]\n    Contact: [phone\/email]\n    Tax ID: [if present]\n    \n    CUSTOMER:\n    Name: [company name] \n    Address: [full address]\n    \n    LINE ITEMS:\n    1. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    2. [Description] | Qty: [X] | Unit: $[amount] | Total: $[amount]\n    [continue for all items]\n    \n    FINANCIAL SUMMARY:\n    Subtotal: $[amount]\n    Tax ([rate]%): $[amount]\n    Total: $[amount]\n    Currency: [currency]\n    \n    PAYMENT TERMS: [terms]\n    NOTES: [any additional information]\n    \n\nQuality Standards\n-----------------\n\n*   **Accuracy**: Double-check all numerical values and dates\n    \n*   **Completeness**: Flag any missing critical information\n    \n*   **Consistency**: Use standardized date formats (YYYY-MM-DD) and currency notation\n    \n*   **Clarity**: If text is unclear or illegible, note as \"\\[UNCLEAR\\]\" rather than guessing\n    \n*   **Validation**: Cross-reference totals to ensure mathematical accuracy\n    \n\nError Handling\n--------------\n\n*   If information is partially visible or cut off, extract what's readable and note limitations\n    \n*   For poor quality images, indicate which fields may be unreliable\n    \n*   If no invoice is detected in the document, clearly state this finding",
                        "llmReturnResponseAs": "assistantMessage",
                        "llmStructuredOutput": [
                            {
                                "key": "invoice_number",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "Invoice Number"
                            },
                            {
                                "key": "invoice_date",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "invoice date"
                            },
                            {
                                "key": "vendor_name",
                                "type": "string",
                                "enumValues": "",
                                "jsonSchema": "",
                                "description": "vendor name"
                            },
                            {
                                "key": "line_items",
                                "type": "jsonArray",
                                "enumValues": "",
                                "jsonSchema": "{ \"type\": \"object\", \"properties\": { \"product_code\": { \"type\": \"string\", \"description\": \"Product identification code\" }, \"unit\": { \"type\": \"string\", \"description\": \"Unit of measurement (EA, LB, etc.)\" }, \"description\": { \"type\": \"string\", \"description\": \"Product description\" }, \"quantity_shipped\": { \"type\": \"number\", \"description\": \"Quantity that was actually shipped\" }, \"unit_price\": { \"type\": \"number\", \"description\": \"Price per unit\" }, \"extended_price\": { \"type\": \"number\", \"description\": \"Total price for this line item\" } } }",
                                "description": "Used to get the product lines"
                            }
                        ],
                        "llmModelConfig": {
                            "credential": "",
                            "modelName": "gemini-2.5-flash",
                            "customModelName": "",
                            "temperature": "0.2",
                            "streaming": true,
                            "maxOutputTokens": "",
                            "topP": "",
                            "topK": "",
                            "safetySettings": "",
                            "baseUrl": "",
                            "allowImageUploads": true,
                            "llmModel": "chatGoogleGenerativeAI"
                        }
                    },
                    "output": {
                        "content": "{\n  \"invoice_number\": \"570518\",\n  \"invoice_date\": \"2025-08-01\",\n  \"vendor_name\": \"Supa Valu, Ltd.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1212601\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CHOPPED FROZEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.12,\n        \"extended_price\": 6.12\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217181\",\n        \"unit\": \"EA\",\n        \"description\": \"PLANTAIN SWEET SLICED\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 13.78,\n        \"extended_price\": 13.78\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"PD\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.64\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821201\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE GREEN\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 1.16,\n        \"extended_price\": 0\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 10,\n        \"unit_price\": 1.31,\n        \"extended_price\": 13.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.31\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24761\",\n        \"unit\": \"EA\",\n        \"description\": \"LENTILS\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.1,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24781\",\n        \"unit\": \"EA\",\n        \"description\": \"CHIC PEAS DRY\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.07,\n        \"extended_price\": 4.14\n      }\n    }\n  ]\n}",
                        "timeMetadata": {
                            "start": 1756194222958,
                            "end": 1756194242113,
                            "delta": 19155
                        },
                        "invoice_number": "570518",
                        "invoice_date": "2025-08-01",
                        "vendor_name": "Supa Valu, Ltd.",
                        "line_items": [
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "0660421",
                                    "unit": "EA",
                                    "description": "WORTHINGTON DINNER ROAST",
                                    "quantity_shipped": 1,
                                    "unit_price": 19.84,
                                    "extended_price": 19.84
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "1212601",
                                    "unit": "EA",
                                    "description": "SPINACH CHOPPED FROZEN",
                                    "quantity_shipped": 1,
                                    "unit_price": 6.12,
                                    "extended_price": 6.12
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "1217181",
                                    "unit": "EA",
                                    "description": "PLANTAIN SWEET SLICED",
                                    "quantity_shipped": 3,
                                    "unit_price": 13.78,
                                    "extended_price": 13.78
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2801601",
                                    "unit": "PD",
                                    "description": "POTATO BAKING 90CT",
                                    "quantity_shipped": 1,
                                    "unit_price": 1.19,
                                    "extended_price": 4.64
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2821201",
                                    "unit": "LB",
                                    "description": "CABBAGE GREEN",
                                    "quantity_shipped": 0,
                                    "unit_price": 1.16,
                                    "extended_price": 0
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2823601",
                                    "unit": "PD",
                                    "description": "CARROTS BULK",
                                    "quantity_shipped": 10,
                                    "unit_price": 1.31,
                                    "extended_price": 13.62
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "2825401",
                                    "unit": "EA",
                                    "description": "CELERY EAST 30CT",
                                    "quantity_shipped": 2,
                                    "unit_price": 2.31,
                                    "extended_price": 2.31
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "4808471",
                                    "unit": "EA",
                                    "description": "COCONUT MILK 1X13.5Z",
                                    "quantity_shipped": 2,
                                    "unit_price": 3.28,
                                    "extended_price": 6.56
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY24761",
                                    "unit": "EA",
                                    "description": "LENTILS",
                                    "quantity_shipped": 2,
                                    "unit_price": 2.1,
                                    "extended_price": 4.2
                                }
                            },
                            {
                                "type": "object",
                                "properties": {
                                    "product_code": "GY24781",
                                    "unit": "EA",
                                    "description": "CHIC PEAS DRY",
                                    "quantity_shipped": 2,
                                    "unit_price": 2.07,
                                    "extended_price": 4.14
                                }
                            }
                        ]
                    },
                    "state": [],
                    "chatHistory": [
                        {
                            "role": "user",
                            "content": [
                                {
                                    "type": "stored-file",
                                    "name": "12.jpg",
                                    "mime": "image\/jpeg"
                                }
                            ]
                        },
                        {
                            "role": "user",
                            "content": "Analyze this invoice image and extract key information. Return ONLY a valid JSON object with the following structure: {\"invoice_number\": \"string\", \"invoice_date\": \"YYYY-MM-DD\", \"vendor_name\": \"string\", \"total_amount\": number, \"line_items\": [{\"product_code\": \"string\", \"description\": \"string\", \"quantity_shipped\": number, \"unit_price\": number, \"extended_price\": number, \"unit\": \"string\"}]}. Do not include any other text or explanations."
                        },
                        {
                            "role": "assistant",
                            "content": "{\n  \"invoice_number\": \"570518\",\n  \"invoice_date\": \"2025-08-01\",\n  \"vendor_name\": \"Supa Valu, Ltd.\",\n  \"line_items\": [\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"0660421\",\n        \"unit\": \"EA\",\n        \"description\": \"WORTHINGTON DINNER ROAST\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 19.84,\n        \"extended_price\": 19.84\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1212601\",\n        \"unit\": \"EA\",\n        \"description\": \"SPINACH CHOPPED FROZEN\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 6.12,\n        \"extended_price\": 6.12\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"1217181\",\n        \"unit\": \"EA\",\n        \"description\": \"PLANTAIN SWEET SLICED\",\n        \"quantity_shipped\": 3,\n        \"unit_price\": 13.78,\n        \"extended_price\": 13.78\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2801601\",\n        \"unit\": \"PD\",\n        \"description\": \"POTATO BAKING 90CT\",\n        \"quantity_shipped\": 1,\n        \"unit_price\": 1.19,\n        \"extended_price\": 4.64\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2821201\",\n        \"unit\": \"LB\",\n        \"description\": \"CABBAGE GREEN\",\n        \"quantity_shipped\": 0,\n        \"unit_price\": 1.16,\n        \"extended_price\": 0\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2823601\",\n        \"unit\": \"PD\",\n        \"description\": \"CARROTS BULK\",\n        \"quantity_shipped\": 10,\n        \"unit_price\": 1.31,\n        \"extended_price\": 13.62\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"2825401\",\n        \"unit\": \"EA\",\n        \"description\": \"CELERY EAST 30CT\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.31,\n        \"extended_price\": 2.31\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"4808471\",\n        \"unit\": \"EA\",\n        \"description\": \"COCONUT MILK 1X13.5Z\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 3.28,\n        \"extended_price\": 6.56\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24761\",\n        \"unit\": \"EA\",\n        \"description\": \"LENTILS\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.1,\n        \"extended_price\": 4.2\n      }\n    },\n    {\n      \"type\": \"object\",\n      \"properties\": {\n        \"product_code\": \"GY24781\",\n        \"unit\": \"EA\",\n        \"description\": \"CHIC PEAS DRY\",\n        \"quantity_shipped\": 2,\n        \"unit_price\": 2.07,\n        \"extended_price\": 4.14\n      }\n    }\n  ]\n}",
                            "name": "extract_&_analyze_invoice"
                        }
                    ]
                },
                "previousNodeIds": [
                    "startAgentflow_0"
                ],
                "status": "FINISHED"
            }
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        "sessionId": "25617e23-8b45-45c0-abaf-8f3894c4f412"
    }
]