Spaces:
Sleeping
Sleeping
Abid Ali Awan
commited on
Commit
•
66b553a
1
Parent(s):
2987ac4
improve the exception handling
Browse files
app.py
CHANGED
@@ -50,25 +50,34 @@ llm = Groq(model="llama-3.1-70b-versatile", api_key=groq_key)
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# File processing function
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def load_files(file_path: str):
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global vector_index
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vector_index = VectorStoreIndex.from_documents(document, embed_model=embed_model)
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print(f"Parsing
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filename = os.path.basename(file_path)
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return f"Ready to provide responses based on {filename}"
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# Respond function
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def respond(message, history):
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# Clear function
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# File processing function
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def load_files(file_path: str):
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global vector_index
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if not file_path:
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return "No file path provided. Please upload a file."
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valid_extensions = ', '.join(file_extractor.keys())
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if not any(file_path.endswith(ext) for ext in file_extractor):
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return f"The parser can only parse the following file types: {valid_extensions}"
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document = SimpleDirectoryReader(input_files=[file_path], file_extractor=file_extractor).load_data()
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vector_index = VectorStoreIndex.from_documents(document, embed_model=embed_model)
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print(f"Parsing completed for: {file_path}")
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filename = os.path.basename(file_path)
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return f"Ready to provide responses based on: {filename}"
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# Respond function
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def respond(message, history):
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try:
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# Use the preloaded LLM
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query_engine = vector_index.as_query_engine(streaming=True, llm=llm)
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streaming_response = query_engine.query(message)
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partial_text = ""
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for new_text in streaming_response.response_gen:
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partial_text += new_text
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# Yield an empty string to cleanup the message textbox and the updated conversation history
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yield partial_text
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except (AttributeError, NameError):
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print("An error occurred while processing your request.")
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yield "Please upload the file to begin chat."
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# Clear function
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