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| import os | |
| # ১. requirements.txt আপডেট করা (Inference API এর জন্য) | |
| with open("requirements.txt", "w") as f: | |
| f.write("gradio\nhuggingface_hub\n") | |
| # ২. app.py আপডেট করা (InferenceClient ব্যবহার করে) | |
| app_code = """ | |
| import gradio as gr | |
| from huggingface_hub import InferenceClient | |
| def respond( | |
| message, | |
| history: list[dict[str, str]], | |
| system_message, | |
| max_tokens, | |
| temperature, | |
| top_p, | |
| hf_token: gr.OAuthToken, | |
| ): | |
| # Initialize the Inference Client with the provided OAuth token | |
| # Model: mx-llms/BLM | |
| client = InferenceClient(token=hf_token.token, model='google/gemma-4-E2B-it') | |
| messages = [{"role": "system", "content": system_message}] | |
| # Add history to messages | |
| for h in history: | |
| messages.append(h) | |
| messages.append({"role": "user", "content": message}) | |
| response = "" | |
| # Request streaming completion | |
| for message in client.chat_completion( | |
| messages, | |
| max_tokens=max_tokens, | |
| stream=True, | |
| temperature=temperature, | |
| top_p=top_p, | |
| ): | |
| token = message.choices[0].delta.content | |
| if token: | |
| response += token | |
| yield response | |
| # Gradio Interface | |
| chatbot = gr.ChatInterface( | |
| respond, | |
| additional_inputs=[ | |
| gr.Textbox(value="You are BLM. Created by MD Mushfiqur Rahim.", label="System message"), | |
| gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"), | |
| gr.Slider(minimum=0.1, maximum=2.0, value=0.1, step=0.1, label="Temperature"), | |
| gr.Slider(minimum=0.1, maximum=1.0, value=0.9, step=0.05, label="Top-p"), | |
| ], | |
| type="messages" | |
| ) | |
| with gr.Blocks() as demo: | |
| with gr.Sidebar(): | |
| gr.Markdown("### BLM Assistant Login") | |
| gr.LoginButton() | |
| chatbot.render() | |
| if __name__ == '__main__': | |
| demo.launch() | |
| """ | |
| with open("app.py", "w") as f: | |
| f.write(app_code) | |
| print("✅ app.py has been updated to use Inference API and OAuth!") |