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Update app.py
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app.py
CHANGED
@@ -6,8 +6,7 @@ from langchain_core.prompts import ChatPromptTemplate
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from langchain_core.runnables import RunnablePassthrough
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from langchain_groq import ChatGroq
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from langchain.embeddings.openai import OpenAIEmbeddings
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from langchain.memory import ConversationBufferWindowMemory
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@@ -54,15 +53,7 @@ Answer:""",
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)
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# Conversation history memory
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memory = ConversationBufferWindowMemory(k=3)
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# Define the conversation chain
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conversation = ConversationChain(
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llm=llm,
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memory=memory,
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verbose=True
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)
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def format_docs(docs):
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return "\n\n".join(doc.page_content for doc in docs)
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@@ -76,38 +67,37 @@ rag_chain = (
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#
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def
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#
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#
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response = conversation.run(input=user_message)
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# Append the user's message and the response to the chat history
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messages.append((user_message, response))
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# Return the updated
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return messages, ""
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with gr.Blocks(theme="rawrsor1/Everforest") as app:
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chatbot = gr.Chatbot([], elem_id="RADAR", bubble_full_width=False)
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question_input = gr.Textbox(label="Ask a Question", placeholder="Type your question here...")
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submit_btn = gr.Button("Submit")
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# Set up interaction for both Enter key and Submit button
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question_input.submit(
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inputs=[chatbot, question_input],
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outputs=[chatbot, question_input]
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)
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submit_btn.click(
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inputs=[chatbot, question_input],
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outputs=[chatbot, question_input]
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)
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# Launch the Gradio app
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from langchain_core.runnables import RunnablePassthrough
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from langchain_groq import ChatGroq
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from langchain.embeddings.openai import OpenAIEmbeddings
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]
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)
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def format_docs(docs):
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return "\n\n".join(doc.page_content for doc in docs)
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# Function to handle chatbot interaction
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def rag_chain_response(messages, user_message):
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# Generate a response using the RAG chain
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response = rag_chain.invoke(user_message)
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# Append the user's message and the response to the chat
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messages.append((user_message, response))
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# Return the updated chat and clear the input box
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return messages, ""
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# Define the Gradio app
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with gr.Blocks(theme="rawrsor1/Everforest") as app:
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chatbot = gr.Chatbot([], elem_id="RADAR", bubble_full_width=False)
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question_input = gr.Textbox(label="Ask a Question", placeholder="Type your question here...")
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submit_btn = gr.Button("Submit")
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# Set up interaction for both Enter key and Submit button
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question_input.submit(
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rag_chain_response, # Function to handle input and generate response
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inputs=[chatbot, question_input], # Pass current conversation state and user input
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outputs=[chatbot, question_input] # Update conversation state and clear the input
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)
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submit_btn.click(
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rag_chain_response, # Function to handle input and generate response
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inputs=[chatbot, question_input], # Pass current conversation state and user input
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outputs=[chatbot, question_input] # Update conversation state and clear the input
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)
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# Launch the Gradio app
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