Spaces:
Sleeping
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Update app.py
Browse files
app.py
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import os
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import io
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import gradio as gr
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import google.generativeai as genai
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from PIL import Image
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# Configure the Gemini API
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# Retrieve the API key from Hugging Face Spaces secrets
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api_key = os.environ.get("GEMINI_API_KEY")
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if not api_key:
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raise ValueError("GEMINI_API_KEY not found in environment variables. Please set it in Hugging Face Spaces secrets.")
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genai.configure(api_key=api_key)
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def upload_to_gemini(image):
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"""Uploads the given image to Gemini."""
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if image is None:
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return None
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image_byte_array = io.BytesIO()
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image.save(image_byte_array, format='JPEG')
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image_byte_array = image_byte_array.getvalue()
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return genai.upload_file(image_byte_array, mime_type="image/jpeg")
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# Create the model
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"temperature": 0.9,
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"top_p": 0.95,
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"top_k": 64,
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"max_output_tokens": 1024,
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"response_mime_type": "text/plain",
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}
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generation_config=generation_config,
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)
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def
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history = history or []
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try:
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# Start a new chat session
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chat_session = model.start_chat(
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history=[
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{
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"role": "user",
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"parts": [
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uploaded_image,
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user_message,
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] if uploaded_image else [user_message],
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},
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]
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)
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else:
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# Continue existing chat session
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chat_session = model.start_chat(history=[
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{"role": "user" if i % 2 == 0 else "model", "parts": [msg]}
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for i, (msg, _) in enumerate(history)
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])
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# Send the new message
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if uploaded_image:
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chat_session.send_message([uploaded_image, user_message])
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else:
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chat_session.send_message(user_message)
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# Get the response
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response = chat_session.last
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response_text = response.text
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history
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except Exception as e:
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error_message = f"An error occurred: {str(e)}"
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history.append((
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return history, history
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def clear_conversation():
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return None
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# Define the Gradio interface
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with gr.Blocks() as demo:
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chatbot = gr.Chatbot(label="Chat with Gemini
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msg = gr.Textbox(label="Type your message here")
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clear = gr.Button("Clear")
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image_upload = gr.Image(type="pil", label="Upload an image (optional)")
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msg.submit(
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clear.click(
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# Launch the app
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if __name__ == "__main__":
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import os
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import gradio as gr
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import google.generativeai as genai
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# Configure the Gemini API
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api_key = os.environ.get("GEMINI_API_KEY")
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if not api_key:
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raise ValueError("GEMINI_API_KEY not found in environment variables. Please set it in Hugging Face Spaces secrets.")
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genai.configure(api_key=api_key)
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# Create the model
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model = genai.GenerativeModel('gemini-pro')
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# Initialize chat history
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chat = model.start_chat(history=[])
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def respond(message, history):
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history = history or []
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try:
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# Send user message and get response
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response = chat.send_message(message)
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bot_message = response.text
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# Append to history and return
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history.append((message, bot_message))
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return history, history
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except Exception as e:
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error_message = f"An error occurred: {str(e)}"
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history.append((message, error_message))
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return history, history
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# Define the Gradio interface
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with gr.Blocks() as demo:
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chatbot = gr.Chatbot(label="Chat with Gemini")
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msg = gr.Textbox(label="Type your message here")
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clear = gr.Button("Clear")
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msg.submit(respond, [msg, chatbot], [chatbot, chatbot])
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clear.click(lambda: None, outputs=[chatbot])
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# Launch the app
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if __name__ == "__main__":
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