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import os | |
import gradio as gr | |
from google import genai | |
# Read the API key from the environment variable | |
api_key = os.getenv("GOOGLE_API_KEY") | |
client = genai.Client(api_key=api_key) | |
chat = client.chats.create(model="gemini-2.0-flash") | |
def respond( | |
message, | |
history: list[tuple[str, str]], | |
system_message, | |
max_tokens, | |
temperature, | |
top_p, | |
api_key="GEMINI_API_KEY", | |
): | |
global chat | |
# Send the user message to the chat | |
response = chat.send_message(message) | |
# Retrieve the chat history | |
history = chat.get_history() | |
# Format the response and history for display | |
formatted_history = "\n".join( | |
[f"role - {msg.role}: {msg.parts[0].text}" for msg in history] | |
) | |
return response.text, formatted_history | |
""" | |
For information on how to customize the ChatInterface, peruse the gradio docs: https://www.gradio.app/docs/chatinterface | |
""" | |
demo = gr.ChatInterface( | |
respond, | |
additional_inputs=[ | |
gr.Textbox(value="You are a friendly Chatbot.", label="System message"), | |
gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"), | |
gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"), | |
gr.Slider( | |
minimum=0.1, | |
maximum=1.0, | |
value=0.95, | |
step=0.05, | |
label="Top-p (nucleus sampling)", | |
), | |
], | |
) | |
if __name__ == "__main__": | |
demo.launch() | |