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app.py
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import os
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import time
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import mimetypes
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import google.generativeai as genai
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import gradio as gr
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# Configure the Gemini API
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api_key = os.getenv("GOOGLE_API_KEY")
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if not api_key:
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raise ValueError("GEMINI_API_KEY not found. Please set it in your environment variables.")
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genai.configure(api_key=api_key)
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def upload_to_gemini(file_data, mime_type):
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"""Uploads the given file data to Gemini and returns the file object if successful."""
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try:
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file = genai.upload_file(file_data, mime_type=mime_type)
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print(f"Uploaded file '{file.display_name}' as: {file.uri}")
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return file
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except Exception as e:
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print(f"Error uploading file: {e}")
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return None
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def wait_for_files_active(files):
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"""Waits for the uploaded files to be processed and become active."""
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for file in files:
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while file.state.name == "PROCESSING":
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print(".", end="", flush=True)
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time.sleep(10)
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file = genai.get_file(file.name)
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if file.state.name != "ACTIVE":
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raise Exception(f"File {file.display_name} failed to process, current state: {file.state.name}")
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print("All files ready.")
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def gemini_interaction(input_text, *file_args):
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"""Handles the interaction with Gemini API for both text and file inputs."""
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files = []
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for i in range(0, len(file_args), 2):
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if file_args[i] is not None:
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file_data = file_args[i].read()
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mime_type = file_args[i + 1]
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uploaded_file = upload_to_gemini(file_data, mime_type)
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if uploaded_file:
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files.append(uploaded_file)
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# Wait for all files to be ready before proceeding
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if files:
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wait_for_files_active(files)
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# Prepare the content for the Gemini API
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contents = []
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if input_text:
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contents.append({"text": input_text})
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contents.extend([{"file": file.uri} for file in files if file])
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# Initialize model and generate content
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model = genai.GenerativeModel("gemini-2.0-flash-exp")
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try:
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response_stream = model.generate_content(contents, stream=True)
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return ''.join([chunk.text for chunk in response_stream])
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except Exception as e:
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return f"Gemini API error: {e}"
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# Define the Gradio interface
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iface = gr.Interface(
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fn=gemini_interaction,
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inputs=[
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gr.Textbox(label="Enter your Prompt"),
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gr.File(label="Upload File 1"), gr.Dropdown(label="MIME Type for File 1", choices=["image/png", "audio/ogg", "application/pdf", "video/mp4"]),
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gr.File(label="Upload File 2"), gr.Dropdown(label="MIME Type for File 2", choices=["image/png", "audio/ogg", "application/pdf", "video/mp4"]),
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gr.File(label="Upload File 3"), gr.Dropdown(label="MIME Type for File 3", choices=["image/png", "audio/ogg", "application/pdf", "video/mp4"]),
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gr.File(label="Upload File 4"), gr.Dropdown(label="MIME Type for File 4", choices=["image/png", "audio/ogg", "application/pdf", "video/mp4"])
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],
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outputs=gr.Textbox(),
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title="Interact with Gemini 2.0",
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description="Upload files and enter text to interact with the Gemini 2.0 model."
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)
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if __name__ == "__main__":
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iface.launch(debug=True)
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