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Update app.py
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app.py
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# =========================================
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# FLAN-T5
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# =========================================
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import gradio as gr
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import torch
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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MODEL_NAME = "google/flan-t5-base"
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tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
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# -----------------------------
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# Chat Function
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# -----------------------------
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def chat(message, history):
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prompt = f"""
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You are a helpful AI assistant.
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Answer clearly and naturally.
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User: {message}
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response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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# -----------------------------
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#
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# -----------------------------
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title="🤖 AI Dialogue System (FLAN-T5)",
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description="Chat with AI using FLAN-T5"
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)
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demo.launch()
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# =========================================
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# FLAN-T5 Dialogue System (Gradio)
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# =========================================
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import gradio as gr
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import torch
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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# -----------------------------
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# 1. Load Model
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# -----------------------------
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MODEL_NAME = "google/flan-t5-base"
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tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
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# -----------------------------
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# 2. Chat Function
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# -----------------------------
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def chat(message, history):
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if history is None:
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history = []
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# 🔥 Better prompt for conversational response
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prompt = f"""
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You are a helpful and friendly AI assistant.
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Answer clearly and naturally.
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User: {message}
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response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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# ✅ Gradio v4 format
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history.append({"role": "user", "content": message})
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history.append({"role": "assistant", "content": response})
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return history, ""
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# -----------------------------
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# 3. Reset Function
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# -----------------------------
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def reset_chat():
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return [], ""
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# -----------------------------
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# 4. UI
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# -----------------------------
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with gr.Blocks() as demo:
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gr.Markdown("## 🤖 AI Dialogue System (FLAN-T5)")
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chatbot = gr.Chatbot(type="messages")
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msg = gr.Textbox(
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placeholder="Type your message...",
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label="Your Message"
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)
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with gr.Row():
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send = gr.Button("Send")
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clear = gr.Button("Clear Chat")
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send.click(chat, [msg, chatbot], [chatbot, msg])
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msg.submit(chat, [msg, chatbot], [chatbot, msg])
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clear.click(reset_chat, outputs=[chatbot, msg])
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# -----------------------------
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# 5. Launch
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# -----------------------------
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demo.launch()
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