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Update app.py
Browse files
app.py
CHANGED
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@@ -32,11 +32,12 @@ else:
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def respond(
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message,
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-
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-
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max_tokens,
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temperature
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top_p
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# define retriever object
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retriever = vectordb.as_retriever(search_type="similarity", search_kwargs={"k": 5})
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@@ -50,15 +51,17 @@ def respond(
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# create a RAG pipeline
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qa_chain = RetrievalQA.from_chain_type(llm=llm, retriever=retriever)
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#generate results
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result = qa_chain.invoke(
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yield result['result']
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demo = gr.ChatInterface(
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respond,
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additional_inputs=[
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gr.Slider(minimum=128, maximum=1024, value=512, step=128, label="Max new tokens"),
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gr.Slider(minimum=0.1, maximum=1.0, value=0.7, step=0.1, label="Temperature"),
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gr.Slider(
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@@ -66,7 +69,7 @@ demo = gr.ChatInterface(
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maximum=1.0,
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value=0.95,
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step=0.05,
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-
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),
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],
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)
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def respond(
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message,
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history: list[tuple[str, str]],
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system_message,
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max_tokens,
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temperature
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#top_p
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):
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# define retriever object
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retriever = vectordb.as_retriever(search_type="similarity", search_kwargs={"k": 5})
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# create a RAG pipeline
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qa_chain = RetrievalQA.from_chain_type(llm=llm, retriever=retriever)
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#generate results
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result = qa_chain.invoke(message)
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yield result['result']
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demo = gr.ChatInterface(
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respond,
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type="messages",
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autofocus=False,
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additional_inputs=[
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gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
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gr.Slider(minimum=128, maximum=1024, value=512, step=128, label="Max new tokens"),
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gr.Slider(minimum=0.1, maximum=1.0, value=0.7, step=0.1, label="Temperature"),
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gr.Slider(
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maximum=1.0,
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value=0.95,
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step=0.05,
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label="Top-p (nucleus sampling)",
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),
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],
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)
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