Tabs/Gemini_Chabot_Nightly.py

import os
import google.generativeai as genai
from google.generativeai.types import HarmCategory, HarmBlockThreshold
import gradio as gr
from dotenv import load_dotenv

load_dotenv()

GEMINI_API_KEY_NIGHTLY = os.getenv("GEMINI_API_KEY_NIGHTLY")
model_name = "gemini-1.5-flash"

TITLE_NIGHTLY = """<h1 align="center">🎮Chat with Gemini 1.5🔥 -- Nightly</h1>"""
NOTICE_NIGHTLY = """
Notices 📜:
- This app is still in development (extreme unstable)
- Some features may not work as expected
- Currently the chatbot only support text and images
"""
ERROR_NIGHTLY = """
Known errors ⚠️:
- Error when submit messages from uploading files. (**Fixed**)
"""

genai.configure(api_key=GEMINI_API_KEY_NIGHTLY)
model = genai.GenerativeModel(
    model_name,
    safety_settings={
        HarmCategory.HARM_CATEGORY_HARASSMENT: HarmBlockThreshold.BLOCK_ONLY_HIGH,
        HarmCategory.HARM_CATEGORY_HATE_SPEECH: HarmBlockThreshold.BLOCK_ONLY_HIGH,
        HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT: HarmBlockThreshold.BLOCK_ONLY_HIGH,
        HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT: HarmBlockThreshold.BLOCK_ONLY_HIGH,
    },
    generation_config={
        "temperature": 1,
        "top_p": 0.95,
        "top_k": 64,
        "max_output_tokens": 8192,
        "response_mime_type": "text/plain",
    }
)
chat = model.start_chat(history=[])

def clear_chat_history():
    chat.history = []

def transform_history(history):
    new_history = []
    for user_msg, model_msg in history:
        new_history.append({"role": "user", "parts": [user_msg]})
        new_history.append({"role": "model", "parts": [model_msg]})
    return new_history

def chatbot_nightly(message, history):
    message_text = message["text"]
    message_files = message["files"]
    print("Message text:", message_text)
    print("Message files:", message_files)
    if message_files:
        image_uris = [genai.upload_file(path=file_path["path"]) for file_path in message_files]
        message_content = [message_text] + image_uris
    else:
        message_content = [message_text]

    response = chat.send_message(message_content, stream=True)
    response.resolve()

    return response.text

gemini_chatbot_interface_nightly = gr.Chatbot(
    height=400,
    likeable=True,
    avatar_images=(
        None,
        "https://media.roboflow.com/spaces/gemini-icon.png"
    ),
    show_copy_button=True,
    show_share_button=True,
    render_markdown=True
)

clear_chat_button = gr.ClearButton(
    components=[gemini_chatbot_interface_nightly],
    value="🗑️ Clear"
)

gemini_chatbot_nightly = gr.ChatInterface(
    fn=chatbot_nightly,
    chatbot=gemini_chatbot_interface_nightly,
    title="Gemini 1.5 Chatbot",
    multimodal=True,
    clear_btn=clear_chat_button
)