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Create app.py
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app.py
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import gradio as gr
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import requests
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BACKEND_URL = "https://0learn-fastchat.hf.space" # Update this with your actual FastAPI backend URL
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class ConversationState:
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def __init__(self):
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self.conversation_id = None
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state = ConversationState()
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def chat_with_groq(message, history):
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messages = [{"role": "user" if i % 2 == 0 else "assistant", "content": msg}
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for i, msg in enumerate(history + [message])]
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payload = {"messages": messages}
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if state.conversation_id:
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payload["conversation_id"] = state.conversation_id
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response = requests.post(f"{BACKEND_URL}/chat", json=payload)
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response_data = response.json()
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state.conversation_id = response_data["conversation_id"]
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return response_data["response"]
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def load_conversation(conversation_id):
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response = requests.get(f"{BACKEND_URL}/conversations/{conversation_id}")
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if response.status_code == 200:
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conversation_data = response.json()
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state.conversation_id = conversation_id
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return conversation_data["messages"]
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else:
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return []
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with gr.Blocks() as iface:
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gr.Markdown("# Groq Chatbot with Conversation Persistence")
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with gr.Row():
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conversation_id_input = gr.Textbox(label="Conversation ID (optional)")
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load_button = gr.Button("Load Conversation")
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chatbot = gr.Chatbot()
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msg = gr.Textbox()
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clear = gr.Button("Clear")
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def respond(message, chat_history):
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bot_message = chat_with_groq(message, chat_history)
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chat_history.append((message, bot_message))
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return "", chat_history
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msg.submit(respond, [msg, chatbot], [msg, chatbot])
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clear.click(lambda: None, None, chatbot, queue=False)
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load_button.click(load_conversation, inputs=[conversation_id_input], outputs=[chatbot])
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if __name__ == "__main__":
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iface.launch()
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