ArielKes commited on
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dc6dfa5
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1 Parent(s): cac513c

multiple outputs (map and data)

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Files changed (1) hide show
  1. llm_api.py +30 -2
llm_api.py CHANGED
@@ -74,7 +74,6 @@ google_api_key = os.getenv("GOOGLE_API_KEY")
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  if not google_api_key:
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  raise ValueError("GOOGLE_API_KEY not set. Please check your environment variables.")
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- #TODO: make a format of the address in the prompt to the lm (street, building, city) and phone numbers
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  def llm_parser(docs, model="gemini-2.0-flash-001"):
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  llm = ChatGoogleGenerativeAI(model=model, temperature=0)
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  parser = PydanticOutputParser(pydantic_object=InsuredDetails)
@@ -82,9 +81,38 @@ def llm_parser(docs, model="gemini-2.0-flash-001"):
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  prompt = PromptTemplate(
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  template="""
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  Extract the insured business details from the following documents.
 
 
 
 
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  {format_instructions}
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-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  Text:
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  {input_text}
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  """,
 
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  if not google_api_key:
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  raise ValueError("GOOGLE_API_KEY not set. Please check your environment variables.")
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  def llm_parser(docs, model="gemini-2.0-flash-001"):
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  llm = ChatGoogleGenerativeAI(model=model, temperature=0)
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  parser = PydanticOutputParser(pydantic_object=InsuredDetails)
 
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  prompt = PromptTemplate(
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  template="""
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  Extract the insured business details from the following documents.
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+ Make sure to extract the full address. If the address is spread across multiple lines
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+ (e.g., "building number" and "street name" separately),
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+ combine them to form a full address in the format: street name, building number, city.
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+ The contact phone number format should be: 05xxxxxxxx (ten digits).
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  {format_instructions}
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+
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+ ### Examples:
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+
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+ Text:
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+ 讻转讜讘转 诪讘讜讟讞: 9, 讟讘专讬讛
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+ 讛注专讜转 诇讻转讜讘转 讛诪讘讜讟讞: 转诪专 9
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+
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+ Output:
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+ business_name: null
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+ business_address: 转诪专 9, 讟讘专讬讛
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+ contact_name: null
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+ contact_phone: null
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+ ~~~~~~~~~~~~~~~~~~~~
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+
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+ Text:
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+ Acme Corp is based at 123 Main St, Springfield. The contact person is Jane Doe, 055-123-4567.
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+
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+ Output:
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+ business_name: Acme Corp
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+ business_address: 123 Main St, Springfield
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+ contact_name: Jane Doe
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+ contact_phone: 0551234567
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+ ~~~~~~~~~~~~~~~~~~~~
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+
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+ ### Now extract the details for the following document:
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+
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  Text:
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  {input_text}
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  """,