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Create app.py
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app.py
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from transformers import pipeline
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import gradio as gr
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# Load your model with pipeline
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pipe = pipeline("text-generation", model="prithivMLmods/rStar-Coder-Qwen3-0.6B")
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# Keep a conversation history
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history = []
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def chat_fn(user_input):
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global history
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# Add user message
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history.append(f"User: {user_input}")
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# Combine all previous messages as context
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context = "\n".join(history) + "\nBot:"
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# Generate response
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output = pipe(context, max_new_tokens=200, do_sample=True, top_p=0.9)[0]['generated_text']
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# Extract only the bot's reply (after last "Bot:")
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bot_reply = output.split("Bot:")[-1].strip()
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# Add bot reply to history
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history.append(f"Bot: {bot_reply}")
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return bot_reply
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# Gradio interface
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with gr.Blocks() as demo:
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chatbot_ui = gr.Chatbot()
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msg = gr.Textbox(placeholder="Type a message...")
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def respond(user_input, chat_history):
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reply = chat_fn(user_input)
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chat_history.append((user_input, reply))
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return chat_history, chat_history
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state = gr.State([]) # store chat history in Gradio
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msg.submit(respond, [msg, state], [chatbot_ui, state])
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demo.launch()
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