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Update app.py
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app.py
CHANGED
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@@ -133,7 +133,7 @@ def get_response_from_pdf(query):
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if os.path.exists("faiss_database"):
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database = FAISS.load_local("faiss_database", embed, allow_dangerous_deserialization=True)
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else:
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return "No documents available. Please upload PDF documents to answer questions."
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retriever = database.as_retriever()
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relevant_docs = retriever.get_relevant_documents(query)
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@@ -142,20 +142,15 @@ def get_response_from_pdf(query):
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prompt = f"""<s>[INST] Using the following context from the PDF documents:
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{context_str}
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Write a detailed and complete response that answers the following user question: '{query}'
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generated_text = generate_chunked_response(prompt)
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#
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clean_text = re.sub(r'<s>\[INST\].*?\[/INST\]\s*', '', generated_text, flags=re.DOTALL)
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clean_text = clean_text.replace("Using the following context from the PDF documents:", "").strip()
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parts = clean_text.split("Sources:", 1)
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main_content = parts[0].strip()
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sources = parts[1].strip() if len(parts) > 1 else ""
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return main_content, sources
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def get_response_with_search(query):
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search_results = duckduckgo_search(query)
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@@ -169,7 +164,7 @@ After writing the document, please provide a list of sources used in your respon
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generated_text = generate_chunked_response(prompt)
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#
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clean_text = re.sub(r'<s>\[INST\].*?\[/INST\]\s*', '', generated_text, flags=re.DOTALL)
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clean_text = clean_text.replace("Using the following context:", "").strip()
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@@ -183,10 +178,11 @@ After writing the document, please provide a list of sources used in your respon
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def chatbot_interface(message, history, use_web_search):
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if use_web_search:
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main_content, sources = get_response_with_search(message)
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else:
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history.append((message, formatted_response))
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return history
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if os.path.exists("faiss_database"):
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database = FAISS.load_local("faiss_database", embed, allow_dangerous_deserialization=True)
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else:
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return "No documents available. Please upload PDF documents to answer questions."
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retriever = database.as_retriever()
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relevant_docs = retriever.get_relevant_documents(query)
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prompt = f"""<s>[INST] Using the following context from the PDF documents:
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{context_str}
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Write a detailed and complete response that answers the following user question: '{query}'
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Do not include a list of sources in your response. [/INST]"""
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generated_text = generate_chunked_response(prompt)
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# Clean the response
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clean_text = re.sub(r'<s>\[INST\].*?\[/INST\]\s*', '', generated_text, flags=re.DOTALL)
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clean_text = clean_text.replace("Using the following context from the PDF documents:", "").strip()
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return clean_text
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def get_response_with_search(query):
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search_results = duckduckgo_search(query)
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generated_text = generate_chunked_response(prompt)
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# Clean the response
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clean_text = re.sub(r'<s>\[INST\].*?\[/INST\]\s*', '', generated_text, flags=re.DOTALL)
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clean_text = clean_text.replace("Using the following context:", "").strip()
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def chatbot_interface(message, history, use_web_search):
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if use_web_search:
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main_content, sources = get_response_with_search(message)
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formatted_response = f"{main_content}\n\nSources:\n{sources}"
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else:
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response = get_response_from_pdf(message)
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formatted_response = response # No sources for PDF responses
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history.append((message, formatted_response))
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return history
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