# def get_prompt(): # return """ # Extract the following details. # Return ONLY valid JSON: # { # }""" def get_prompt(): # You convert unstructured text into a structured JSON object. OUTPUT ONLY VALID JSON. NO extra words. NO explanation. NO commentary. GOAL - Extract required data points as key–value pairs. - Organize data into top-level sections only. - Each section contains either:   (a) a flat object of key–value pairs, or     (b) an array of flat objects for repeated groups. - Depth limit = 2 (root → section → object/array of objects).     Never nest sections inside other sections. NAMING RULES - Use the exact section names and key names defined below. - Keys MUST NOT contain the dot character ".". - Maintain human-readable, normalized whitespace in key names. - Never rename keys, never add extra keys. DATA TYPING - Use JSON native types:   - Numbers as numbers.   - IDs or codes with leading zeros as strings.   - Dates as "YYYY-MM-DD" if clearly parseable; otherwise keep original text.   - Times as "HH:MM" 24-hour if clear. - If a value exists but is unreadable, return "" (not null). - NEVER infer any missing value. NOTIFICATION NUMBER RULE (IMPORTANT) For “CB Code” fields (e.g., "CB Code" inside PART-1 - BILL OF ENTRY SUMMARY) - Valid examples:"CB Code" =  "AAACF2350DCH006" For all “Notn No” fields (e.g., "IGST","G. CESS" inside Item Duty): - Valid examples:"IGST" =  "021/2023", "G CESS" = "001/2017". - Return "IGST" and "G CESS" can not be null or Empty For all “Notn SNo” fields (e.g., "IGST", "G CESS" inside Item Duty): - Valid examples:"IGST" =  "1" or "III70", "G CESS" = "56". For all “Rate” fields (e.g., BCD, SWS inside Item Duty): - Valid examples:BCD =  "7.5", SWS = "10". For all “Notn No” fields (e.g., CAIDC inside Other Duties): - Valid examples:CAIDC =  "011/2021". For all “Notn SNo” fields (e.g., CAIDC inside Other Duties): - Valid examples:CAIDC =  "18". For all “Amount” fields (e.g., CAIDC inside Other Duties): - Valid examples:CAIDC =  "0". - Return Exact value or can be 0 or Empty For all “Duty Fg” fields (e.g., CAIDC inside Other Duties): - Valid examples:CAIDC =  "4437540". - Return Exact value which can not be null or empty For all “INVSNO” and “ITEMSN” (inside Part - III - DUTIES) - Full form: “INVSNO” = "Invoice Serial number", “ITEMSN” = "Item Serial Number" - Return “INVSNO” and “ITEMSN” which can not be null or empty Return EXACTLY as shown in the document. REPETITIONS & TABLES - If multiple rows exist, return an array with one object per row. - Each object must remain FLAT. - Do not nest objects deeper than allowed. - Keep column order exactly as defined. MANDATORY BEHAVIOR - Detect which PART the document belongs to. - Output ONLY the JSON object for that PART. - If data for a required field is missing, return "". ============================================= PART-1 — BILL OF ENTRY SUMMARY ============================================= If the document corresponds to PART-1, output: {   "PART-1 - BILL OF ENTRY SUMMARY": {     "Port Code": "",     "BE NO": "",     "BE Date": "",     "BE TYPE": "",     "IEC/Br": "",     "CB Code": "",     "Mode": "",     "DEF BE": "",     "ASSESS": "",     "EXAM": "",     "PROV/FINAL": "",     "COUNTRY OF ORIGIN": "",     "PORT OF LOADING": "",     "PORT OF SHIPMENT": "",     "IMPORTER NAME & ADDRESS": "",     "AD CODE": "",     "CB NAME": "",     "BCD": "",     "SWS": "",     "CVD":"",     "IGST": "",     "TOT ASS VALUE": "",     "TOTAL DUTY": "",     "INT": "",     "PNLTY": "",     "FINE": "",     "TOT AMOUNT": "",     "Submission": "",     "ASSESSMENT": "",     "EXCHNAGE RATE": "",     "OOC NO": "",     "OOC DATE": ""   },   "MANIFEST DETAILS": [     {       "IGM NO": "",       "IGM DATE": "",       "INW DATE": "",       "MAWB NO": "",       "DATE": "",       "HAWB NO": "",       "HAWB DATE": "",       "PKG": "",       "GW": ""     }   ],   "BOND DETAILS": [     {       "BOND NO": "",       "PORT": "",       "BOND CD": "",       "DEBT AMT": ""     }   ],   "Payment Details": [     {       "SR NO": "",       "CHALLAN NO": "",       "PAID ON": "",       "AMOUNT(RS)": ""     }   ],   "CONTAINER DETAILS": [     {       "S NO": "",       "LCL/FCL": "",       "CONTAINER NUMBER": ""     }   ],   "INVOICE DETAILS-SUMMERY": [     {         "S NO":"",         "INVOICE NO":"",         "INV AMT": "",         "CUR":""     }   ] } ============================================ PART-II — INVOICE & VALUATION DETAILS ============================================ {     "PART -II - INVOICE & VALUATION DETAILS": {},          "Details": {                 "SUPPLIER NAME & ADDRESS": "",                 "FREIGHT": "",                 "INSURANCE": "",                 "LOADING": "",                 "COMMN": "",                 "VALUATION METHOD": "",                 "Cur": "",                 "Term": "",                 "REL TD": "",                 "SVB CH": "",                 "SVB NO": "",                 "DATE": ""                 },     "INVOICE": [                 {                     "S NO": "",                     "INVOICE No Dt": ""                 }                 ],     "Item Details": [                         {                             "S NO": "",                             "CTH": "",                             "DESCRIPTION": "",                             "UNIT PRICE": "",                             "QUANTITY": "",                             "UQC": "",                             "AMOUNT": ""                         }                     ]    } ==================================== PART-III — DUTIES ==================================== ✔ Item Duty section FIXED, simplified, corrected   ✔ Each table is ONE row   ✔ Field order fixed   ✔ Dot-free keys   ✔ No duplication {   "Part - III - DUTIES": {},     "Item Details": [                         {                             "INVSNO": "",                             "ITEMSN": "",                             "CTH": "",                             "ITEM DESCRIPTION": "",                             "COO": "",                             "C_QTY": "",                             "C_UQC": "",                             "S_QTY": "",                             "S_UQC": "",                             "SCH": "",                             "END USE": "",                             "ASSESS VALUE": "",                             "TOTAL DUTY": ""                         }                         ],     "Item Duty - Notn No": [                         {                             "INVSNO": "",                             "ITEMSN": "",                             "BCD": "",                             "SWS": "",                             "IGST": "",                             "G CESS": "",                             "ADD": "",                             "T VALUE": ""                         }                         ],     "Item Duty - Notn SNo": [                                 {                                     "INVSNO": "",                                     "ITEMSN": "",                                     "BCD": "",                                     "SWS": "",                                     "IGST": "",                                     "G CESS": "",                                     "ADD": "",                                     "T VALUE": ""                                 }                                 ],     "Item Duty - Rate": [                             {                                 "INVSNO": "",                                 "ITEMSN": "",                                 "BCD": "",                                 "SWS": "",                                 "IGST": "",                                 "G CESS": "",                                 "ADD": "",                                 "T VALUE": ""                             }                             ],     "Item Duty - Amount": [                                 {                                     "INVSNO": "",                                     "ITEMSN": "",                                     "BCD": "",                                     "SWS": "",                                     "IGST": "",                                     "G CESS": "",                                     "ADD": "",                                     "T VALUE": ""                                 }                                 ],     "Item Duty - Duty Fg": [                                 {                                     "INVSNO": "",                                     "ITEMSN": "",                                     "BCD": "",                                     "SWS": "",                                     "IGST": "",                                     "G CESS": "",                                     "ADD": "",                                     "T VALUE": ""                                 }                                 ],     "Other Duty - Notn No": [                                 {                                     "INVSNO": "",                                     "ITEMSN": "",                                     "CAIDC": ""                                 }                                 ],     "Other Duty - Notn SNo": [                                 {                                     "INVSNO": "",                                     "ITEMSN": "",                                     "CAIDC": ""                                 }                                 ],     "Other Duty - Rate": [                             {                                 "INVSNO": "",                                 "ITEMSN": "",                                 "CAIDC": ""                             }                             ],     "Other Duty - Amount": [                                 {                                     "INVSNO": "",                                     "ITEMSN": "",                                     "CAIDC": ""                                 }                                 ],     "Other Duty - Duty Fg": [                                 {                                     "INVSNO": "",                                     "ITEMSN": "",                                     "CAIDC": ""                                 }                                 ] } ======================================== PART-IV — ADDITIONAL DETAILS ======================================== {   "PART - IV - ADDITIONAL DETAILS": {},   "LICENSE DETAILS": [                         {                             "INVSNO": "",                             "ITMSNO": "",                             "LIC SLNO": "",                             "LIC NO": "",                             "LIC DATE": "",                             "CODE": "",                             "PORT": "",                             "DEBIT VALUE": "",                             "QTY": "",                             "UQC": "",                             "DEBIT DUTY": ""                         }                         ] } ======================================== PART-V — OTHER COMPLIANCES ======================================== {   "PART - V - OTHER COMPLIANCES": {     "EXAMINATION ORDER RMS": "",     "EXAMINATION ORDER": "",     "PGA EXAMINATION INSTRUCTIONS": "",     "EXAMINATION REPORT": "",     "SUPERINTENDENT COMMENTS": ""   } } ========================================== PART-VI — DECLARATIONS ========================================== {   "PART-VI- DECLARATIONS": "None" } ========================================== FINAL RULES ========================================== - Detect document PART.   - Return ONLY that PART’s JSON.   - Output MUST be valid JSON.   - No comments or text outside JSON.   - No dots in keys.   - Do NOT infer values; use "" when missing. return """ There are 6 headlines type of page predict one headline first 1."PART-1 - BILL OF ENTRY SUMMARY" 2."PART - II - INVOICE & VALUATION DETAILS" 3."PART-III - DUTIES" 4."PART - IV - ADDITIONAL DETAILS" 5."PART-V - OTHER COMPLIANCES" 6."PART-VI- DECLARATIONS" rules - No explanation - No Chinese - Only JSON output for one headline - if the data is not present return "" let headline = your prediction of headline fetch only following json data in following format "your prediction of headline": [ { "data1":"filled_data", "data2":"filled_data", so on } ] if headline=="PART - I - BILL OF ENTRY SUMMARY" fetch only following json data in following format { "Port Code": "", "BE NO": "", "BE Date": "", "BE TYPE": "", "IEC/Br": "", "CB Code": "", "Mode": "", "DEF BE": "", "ASSESS": "", "EXAM": "", "PROV/FINAL": "", "COUNTRY OF ORIGIN": "", "PORT OF LOADING": "", "PORT OF SHIPMENT": "", "IMPORTER NAME & ADDRESS": "", "AD CODE": "", "CB NAME": "", "BCD": "", "SWS": "", "CVD":"", "IGST": "", "TOT ASS VALUE": "", "TOTAL DUTY": "", "INT": "", "PNLTY": "", "FINE": "", "TOT AMOUNT": "", "Submission": "", "ASSESSMENT": "", "EXCHNAGE RATE": "", "OOC NO": "", "OOC DATE": "", "IGM NO": "", "IGM DATE": "", "INW DATE": "", "MAWB NO": "", "DATE": "", "HAWB NO": "", "HAWB DATE": "", "PKG": "", "GW": "", "BOND NO": "", "PORT": "", "BOND CD": "", "DEBT AMT": "", "SR NO": "", "CHALLAN NO": "", "PAID ON": "", "AMOUNT(RS)": "", "S NO": "", "LCL/FCL": "", "CONTAINER NUMBER": "", "S NO":"", "INVOICE NO":"", "INV AMT": "", "CUR":"", } else if headline == "PART - II - INVOICE & VALUATION DETAILS" fetch only following json data { "SUPPLIER NAME & ADDRESS": "", "FREIGHT": "", "INSURANCE": "", "LOADING": "", "COMMN": "", "VALUATION METHOD": "", "Cur": "", "Term": "", "REL TD": "", "SVB CH": "", "SVB NO": "", "DATE": "", "S NO": "", "INVOICE No Dt": "", "S NO": "", "CTH": "", "DESCRIPTION": "", "UNIT PRICE": "", "QUANTITY": "", "UQC": "", "AMOUNT": "", } else if headline == "PART-III — DUTIES" fetch only following json data { "INVSNO": "", "ITEMSN": "", "CTH": "", "ITEM DESCRIPTION": "", "COO": "", "C_QTY": "", "C_UQC": "", "S_QTY": "", "S_UQC": "", "SCH": "", "END USE": "", "ASSESS VALUE": "", "TOTAL DUTY": "", "INVSNO": "", "ITEMSN": "", "BCD": "", "SWS": "", "IGST": "", "G CESS": "", "ADD": "", "T VALUE": "", "INVSNO": "", "ITEMSN": "", "BCD": "", "SWS": "", "IGST": "", "G CESS": "", "ADD": "", "T VALUE": "", "INVSNO": "", "ITEMSN": "", "BCD": "", "SWS": "", "IGST": "", "G CESS": "", "ADD": "", "T VALUE": "", "INVSNO": "", "ITEMSN": "", "BCD": "", "SWS": "", "IGST": "", "G CESS": "", "ADD": "", "T VALUE": "", "INVSNO": "", "ITEMSN": "", "BCD": "", "SWS": "", "IGST": "", "G CESS": "", "ADD": "", "T VALUE": "", "INVSNO": "", "ITEMSN": "", "CAIDC": "", "INVSNO": "", "ITEMSN": "", "CAIDC": "", "INVSNO": "", "ITEMSN": "", "CAIDC": "", "INVSNO": "", "ITEMSN": "", "CAIDC": "", "INVSNO": "", "ITEMSN": "", "CAIDC": "", } else if headline == "PART - IV - ADDITIONAL DETAILS" fetch only following json data { "INVSNO": "", "ITMSNO": "", "LIC SLNO": "", "LIC NO": "", "LIC DATE": "", "CODE": "", "PORT": "", "DEBIT VALUE": "", "QTY": "", "UQC": "", "DEBIT DUTY": "", } else if headline == "PART-V — OTHER COMPLIANCES" fetch only following json data { "EXAMINATION ORDER RMS": "", "EXAMINATION ORDER": "", "PGA EXAMINATION INSTRUCTIONS": "", "EXAMINATION REPORT": "", "SUPERINTENDENT COMMENTS": "", } else if headline == "PART-VI — DECLARATIONS " { "PART-VI- DECLARATIONS": "None" } """ # """ # Rules: # - No explanation # - No Chinese # - Only JSON output # from the image match following data if data is found fill them in key value format means json and remove unfilled data # { # "Port Code": "", # "BE NO": "", # "BE Date": "", # "BE TYPE": "", # "IEC/Br": "", # "CB Code": "", # "Mode": "", # "DEF BE": "", # "ASSESS": "", # "EXAM": "", # "PROV/FINAL": "", # "COUNTRY OF ORIGIN": "", # "PORT OF LOADING": "", # "PORT OF SHIPMENT": "", # "IMPORTER NAME & ADDRESS": "", # "AD CODE": "", # "CB NAME": "", # "BCD": "", # "SWS": "", # "CVD": "", # "IGST": "", # "TOT ASS VALUE": "", # "TOTAL DUTY": "", # "INT": "", # "PNLTY": "", # "FINE": "", # "TOT AMOUNT": "", # "Submission": "", # "ASSESSMENT": "", # "EXCHNAGE RATE": "", # "OOC NO": "", # "OOC DATE": "", # "IGM NO": "", # "IGM DATE": "", # "INW DATE": "", # "MAWB NO": "", # "DATE": "", # "HAWB NO": "", # "HAWB DATE": "", # "PKG": "", # "GW": "", # "BOND NO": "", # "PORT": "", # "BOND CD": "", # "DEBT AMT": "", # "SR NO": "", # "CHALLAN NO": "", # "PAID ON": "", # "AMOUNT(RS)": "", # "S NO": "", # "LCL/FCL": "", # "CONTAINER NUMBER": "", # "S NO": "", # "INVOICE NO": "", # "INV AMT": "", # "CUR": "", # "SUPPLIER NAME & ADDRESS": "", # "FREIGHT": "", # "INSURANCE": "", # "LOADING": "", # "COMMN": "", # "VALUATION METHOD": "", # "Cur": "", # "Term": "", # "REL TD": "", # "SVB CH": "", # "SVB NO": "", # "DATE": "", # "S NO": "", # "INVOICE No Dt": "", # "S NO": "", # "CTH": "", # "DESCRIPTION": "", # "UNIT PRICE": "", # "QUANTITY": "", # "UQC": "", # "AMOUNT": "", # "INVSNO": "", # "ITEMSN": "", # "CTH": "", # "ITEM DESCRIPTION": "", # "COO": "", # "C_QTY": "", # "C_UQC": "", # "S_QTY": "", # "S_UQC": "", # "SCH": "", # "END USE": "", # "ASSESS VALUE": "", # "TOTAL DUTY": "", # "INVSNO": "", # "ITEMSN": "", # "BCD": "", # "SWS": "", # "IGST": "", # "G CESS": "", # "ADD": "", # "T VALUE": "", # "INVSNO": "", # "ITEMSN": "", # "BCD": "", # "SWS": "", # "IGST": "", # "G CESS": "", # "ADD": "", # "T VALUE": "", # "INVSNO": "", # "ITEMSN": "", # "BCD": "", # "SWS": "", # "IGST": "", # "G CESS": "", # "ADD": "", # "T VALUE": "", # "INVSNO": "", # "ITEMSN": "", # "BCD": "", # "SWS": "", # "IGST": "", # "G CESS": "", # "ADD": "", # "T VALUE": "", # "INVSNO": "", # "ITEMSN": "", # "BCD": "", # "SWS": "", # "IGST": "", # "G CESS": "", # "ADD": "", # "T VALUE": "", # "INVSNO": "", # "ITEMSN": "", # "CAIDC": "", # "INVSNO": "", # "ITEMSN": "", # "CAIDC": "", # "INVSNO": "", # "ITEMSN": "", # "CAIDC": "", # "INVSNO": "", # "ITEMSN": "", # "CAIDC": "", # "INVSNO": "", # "ITEMSN": "", # "CAIDC": "", # "INVSNO": "", # "ITMSNO": "", # "LIC SLNO": "", # "LIC NO": "", # "LIC DATE": "", # "CODE": "", # "PORT": "", # "DEBIT VALUE": "", # "QTY": "", # "UQC": "", # "DEBIT DUTY": "", # "EXAMINATION ORDER RMS": "", # "EXAMINATION ORDER": "", # "PGA EXAMINATION INSTRUCTIONS": "", # "EXAMINATION REPORT": "", # "SUPERINTENDENT COMMENTS": "", # "PART-VI- DECLARATIONS": "None" # } # return data in json format only filled data if any data "" donot need to return # """