MahabubAli47 commited on
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1b116b4
1 Parent(s): 6992c92

Upload app.py with huggingface_hub

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  1. app.py +34 -0
app.py ADDED
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+ import os
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+ import gradio as gr
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+ 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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+
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+ OPENAI_API_KEY=os.getenv('OPENAI_API_KEY')
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+
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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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+
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+ prompt = PromptTemplate(
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+ input_variables=["chat_history", "user_message"], template=template
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+ )
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+
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+ memory = ConversationBufferMemory(memory_key="chat_history")
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+
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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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+
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+ def get_text_response(user_message,history):
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+ response = llm_chain.predict(user_message = user_message)
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+ return response
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+
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+ demo = gr.ChatInterface(get_text_response)
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+
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+ if __name__ == "__main__":
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+ demo.launch() #To create a public link, set `share=True` in `launch()`. To enable errors and logs, set `debug=True` in `launch()`.