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Chatbot with Gemini Models

This project is a Streamlit-based chatbot application utilizing various Gemini models for natural language processing. Users can switch between light and dark modes and configure model settings to customize their interactions.

Features

  • Toggle between light and dark mode.
  • Choose from three different Gemini models: Gemini 1.5 Flash, Gemini 1.5 Pro, and Gemini 1.0 Pro.
  • Adjust model parameters such as temperature, top-p, top-k, and maximum output tokens.
  • Securely input and use the Gemini API key.
  • Interactive chat interface with history.

Installation

To get started, clone the repository and install the required packages:

git clone https://github.com/OrenGrinker/geminiChatBot.git
cd geminiChatBot
pip install -r requirements.txt

Usage

Run the Streamlit application with:

streamlit run app.py

Configuration

The application settings can be adjusted via the sidebar:

  • Dark Mode: Toggle between light and dark mode.
  • Choose Model: Select from Gemini 1.5 Flash, Gemini 1.5 Pro, or Gemini 1.0 Pro.
  • Temperature: Adjust the creativity of the model's responses.
  • Top P: Control the cumulative probability for token selection.
  • Top K: Limit the number of tokens considered.
  • Max Output Tokens: Set the maximum number of tokens in the response.

License

his project is licensed under the MIT License. See the LICENSE file for details.