Chatbot with gemini

Welcome to the Chatbot with Gemini project! This interactive chatbot leverages the power of the Gemini project for both text and image-based searches. The project uses Streamlit for the user interface, making it easy to deploy and interact with the chatbot.

Features

Gemini Models:

• Gemini-Pro: Ideal for text-based searches.

• Gemini-pro-vision: Incorporates image search capabilities.

• User-Friendly Interface: The chatbot comes with a clean and interactive Streamlit interface.

• History Tracking: The chatbot keeps track of user queries and responses, preventing redundant questions.

Getting Started

##Prerequisites

• Streamlit: Install Streamlit using pip install streamlit.
• Google Generative AI: Install using pip install google-generativeai.
• Pillow: Install using pip install Pillow.
• IPython: Install using pip install ipython.

Installation

Clone the repository:

• bash

• Copy code

• git clone

• Navigate to the project directory:

• bash

• Copy code

• cd gemini-chatbot

• Install dependencies:

• bash

• Copy code

• pip install -r requirements.txt

• Usage

• Run the Streamlit app:

• bash

• Copy code

• streamlit run your_script_name.py

• Select the Gemini model (text or vision) from the sidebar.

• Interact with the chatbot by typing messages or uploading images for caption generation.

• chatbot: https://chatbot-7kumwsxdsgcbcrcip7r45f.streamlit.app/

Configuration

• Ensure you have a valid Google API key (GOOGLE_API_KEY) for using the Gemini models. Replace the placeholder in the code with your API key.
• Contributing
• We welcome contributions! If you have ideas for improvements or find issues, please open a GitHub issue or submit a pull request. Check out our contribution guidelines for more details.

Screenshots