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Update app.py
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app.py
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@@ -110,28 +110,6 @@ class CitingSources(BaseModel):
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description="List of sources to cite. Should be an URL of the source."
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def get_response_with_search(query):
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search_results = duckduckgo_search(query)
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context = "\n".join(f"{result['title']}\n{result['body']}\nSource: {result['href']}\n"
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for result in search_results if 'body' in result)
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prompt = f"""<s>[INST] Using the following context:
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{context}
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Write a detailed and complete research document that fulfills the following user request: '{query}'
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After writing the document, please provide a list of sources used in your response. [/INST]"""
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generated_text = generate_chunked_response(prompt)
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content_start = generated_text.find("[/INST]")
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if content_start != -1:
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generated_text = generated_text[content_start + 7:].strip()
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parts = generated_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_from_pdf(query):
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embed = get_embeddings()
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if os.path.exists("faiss_database"):
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@@ -150,18 +128,40 @@ After writing the response, please provide a list of sources used (document name
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generated_text = generate_chunked_response(prompt)
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# Remove
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generated_text = generated_text[content_start + 7:].strip()
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# Split the content and sources
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parts =
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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 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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description="List of sources to cite. Should be an URL of the source."
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)
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def get_response_from_pdf(query):
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embed = get_embeddings()
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if os.path.exists("faiss_database"):
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generated_text = generate_chunked_response(prompt)
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# Remove all instruction-related content
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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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# Split the content and sources
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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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context = "\n".join(f"{result['title']}\n{result['body']}\nSource: {result['href']}\n"
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for result in search_results if 'body' in result)
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prompt = f"""<s>[INST] Using the following context:
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{context}
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Write a detailed and complete research document that fulfills the following user request: '{query}'
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After writing the document, please provide a list of sources used in your response. [/INST]"""
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generated_text = generate_chunked_response(prompt)
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# Remove all instruction-related content
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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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# Split the content and sources
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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 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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