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Update app.py
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app.py
CHANGED
@@ -4,31 +4,39 @@ from langchain.chat_models import ChatOpenAI
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from langchain import LLMChain, PromptTemplate
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from langchain.memory import ConversationBufferMemory
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template = """You are a helpful assistant to answer all user queries.
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{chat_history}
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User: {user_message}
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Chatbot:"""
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prompt = PromptTemplate(
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input_variables=["chat_history", "user_message"],
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)
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memory = ConversationBufferMemory(memory_key="chat_history")
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llm_chain = LLMChain(
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llm=ChatOpenAI(temperature=
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prompt=prompt,
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verbose=True,
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memory=memory,
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)
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return response
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from langchain import LLMChain, PromptTemplate
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from langchain.memory import ConversationBufferMemory
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# Set OpenAI API Key
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OPENAI_API_KEY = os.getenv('OPENAI_API_KEY')
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if not OPENAI_API_KEY:
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raise ValueError("OpenAI API Key is not set. Please set the 'OPENAI_API_KEY' environment variable.")
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# Define the template for the assistant
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template = """You are a helpful assistant to answer all user queries.
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{chat_history}
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User: {user_message}
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Chatbot:"""
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prompt = PromptTemplate(
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input_variables=["chat_history", "user_message"],
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template=template
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)
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memory = ConversationBufferMemory(memory_key="chat_history")
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llm_chain = LLMChain(
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llm=ChatOpenAI(temperature=0.5, model_name="gpt-3.5-turbo"),
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prompt=prompt,
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verbose=True,
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memory=memory,
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)
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# Function to get response
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def get_text_response(user_message, history=None):
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response = llm_chain.predict(user_message=user_message)
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return response
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# Gradio Chat Interface
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demo = gr.ChatInterface(get_text_response, type="messages")
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# Launch the Gradio app
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if _name_ == "_main_":
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demo.launch(share=True, debug=True)
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