aakash0563 commited on
Commit
e84b6e6
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1 Parent(s): 4d23ea1

Create app.py

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  1. app.py +31 -0
app.py ADDED
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+ import gradio as gr
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+ from langchain_google_genai import ChatGoogleGenerativeAI
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+ from langchain.memory import ConversationBufferMemory
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+ from langchain.chains import ConversationChain
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+ import os
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+
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+ GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
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+
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+ llm = ChatGoogleGenerativeAI(
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+ google_api_key=GOOGLE_API_KEY,
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+ model="gemini-pro",
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+ temperature=0.7
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+ )
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+ conversation = ConversationChain(
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+ llm=llm,
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+ verbose=True,
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+ memory=ConversationBufferMemory()
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+ )
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+ def chat(prompt):
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+ res = conversation.predict(input=prompt)
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+ return res, conversation.memory.chat_memory.messages
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+
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+ iface = gr.Interface(
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+ fn=chat,
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+ inputs=[gr.Textbox(lines=2, placeholder="Type your message here")],
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+ outputs=[gr.Textbox(label="Response"), gr.Textbox(label="Conversation History", lines=10)], # Adjusted for multiple lines
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+ title="Chat with Gemini-Pro",
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+ #live=True, # Enable live updates
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+ )
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+
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+ iface.launch(debug=True)