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Update app.py
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app.py
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@@ -7,7 +7,9 @@ from langchain_openai import OpenAIEmbeddings, ChatOpenAI
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from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
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from langchain.chains import create_history_aware_retriever, create_retrieval_chain
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from langchain.chains.combine_documents import create_stuff_documents_chain
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def get_response(user_input):
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return "I dont know"
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@@ -42,9 +44,9 @@ def get_context_retriever_chain(vector_store):
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return retriever_chain
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def get_conversational_rag_chain(retriever_chain
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llm = ChatOpenAI(
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prompt = ChatPromptTemplate.from_messages([
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("system", "Answer the user's questions based on the below context:\n\n{context}"),
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@@ -80,10 +82,10 @@ st.title("Chat with Websites")
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with st.sidebar:
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st.header("Settings")
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website_url = st.text_input("Website URL")
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openai_apikey = st.text_input("Enter your OpenAI API key")
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if (website_url is None or website_url == "")
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st.info("Please ensure if website URL
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else:
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@@ -100,7 +102,7 @@ else:
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#user_input
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user_query = st.chat_input("Type your message here...")
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if user_query is not None and user_query !="":
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response = get_response(user_query
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st.session_state.chat_history.append(HumanMessage(content=user_query))
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st.session_state.chat_history.append(AIMessage(content=response))
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from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
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from langchain.chains import create_history_aware_retriever, create_retrieval_chain
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from langchain.chains.combine_documents import create_stuff_documents_chain
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from dotenv import load_dotenv
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load_dotenv()
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def get_response(user_input):
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return "I dont know"
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return retriever_chain
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def get_conversational_rag_chain(retriever_chain):
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llm = ChatOpenAI()
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prompt = ChatPromptTemplate.from_messages([
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("system", "Answer the user's questions based on the below context:\n\n{context}"),
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with st.sidebar:
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st.header("Settings")
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website_url = st.text_input("Website URL")
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# openai_apikey = st.text_input("Enter your OpenAI API key")
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if (website_url is None or website_url == ""):
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st.info("Please ensure if website URL is entered")
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else:
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#user_input
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user_query = st.chat_input("Type your message here...")
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if user_query is not None and user_query !="":
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response = get_response(user_query)
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st.session_state.chat_history.append(HumanMessage(content=user_query))
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st.session_state.chat_history.append(AIMessage(content=response))
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