moazzamdev commited on
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0574b85
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1 Parent(s): 3779497

Delete app.py

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  1. app.py +0 -64
app.py DELETED
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- import openai
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- import streamlit as st
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- from llama_index import VectorStoreIndex, download_loader
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- from langchain.agents import initialize_agent, Tool
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- from langchain.llms import OpenAI
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- from langchain.chains.conversation.memory import ConversationBufferMemory
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- from streamlit_chat import message
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-
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- def myApp():
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- # Download SimpleWebPageReader
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- SimpleWebPageReader = download_loader("SimpleWebPageReader")
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-
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- # Set OpenAI API key
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- openai.api_key = "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" # Replace with your actual API key
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-
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- st.header("Chat with Web")
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-
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- # Input for the website URL
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- website_url = st.text_input("Website URL", key="url")
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-
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- if website_url:
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- try:
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- # Initialize SimpleWebPageReader with the provided website URL
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- loader = SimpleWebPageReader()
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- documents = loader.load_data(urls=[website_url])
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-
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- # Create VectorStoreIndex from documents
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- index = VectorStoreIndex.from_documents(documents)
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-
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- # Initialize LangChain OpenAI
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- llm = OpenAI(openai_api_key="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", temperature=0, streaming = true)
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-
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- # Initialize ConversationBufferMemory
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- memory = ConversationBufferMemory(memory_key="chat_history")
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-
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- # Initialize agent chain
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- tools = [
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- Tool(
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- name="Website Index",
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- func=lambda q: index.as_query_engine(),
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- description="Useful when you want to answer questions about the text on websites.",
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- ),
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- ]
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- query_engine = index.as_query_engine()
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-
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- # Get user input for the query
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- user_query = st.text_input("Your Question")
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-
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- if st.button("Ask"):
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- # Query the LangChain agent with user input
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- message(user_query, is_user=True)
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- response = query_engine.query(user_query)
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-
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- # Display the response
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- st.text("Response:")
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- message(str(response))
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-
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- except Exception as e:
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- st.error(f"An error occurred: {e}")
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-
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-
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-
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- if __name__ == "__main__":
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- myApp()