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Gemini Hub Streamlit App

Gemini Pro Hub is a Streamlit app that integrates various features powered by Google's GEMINI models, including a chatbot, image captioning, and text embedding.

Usage

  1. ChatBot: Interact with the Gemini Pro model for conversational AI. Simply type your message in the input box and the chatbot will respond.

  2. Image Captioning: Upload an image and get a descriptive caption generated by the Gemini-Pro-Vision model. Click the "Generate Caption" button to see the result.

  3. Embed text: Enter text in the text area to convert it into embeddings using the embeddings-001 model. Click the "Get Response" button to view the embeddings.

  4. About: Learn more about this Gemini Hub, including the models used for each feature.

Getting Started

To run the app locally, follow these steps:

  1. Clone this repository to your local machine.

    git clone https://github.com/hardikjp7/Gemini-Pro-Hub.git

  2. Install the required dependencies by running the following command in your terminal:

    pip install -r requirements.txt

  3. Run the Streamlit app by executing the following command in your terminal:

    streamlit run main.py

  4. Set up your Gemini API Key by entering it in the sidebar of the app.

Project Structure

  • app.py: Contains the Streamlit app code.
  • gemini.py: Contains functions for interacting with the Gemini models.
  • requirements.txt: Contains the required Python packages.
  • logo.png: Icon for the Streamlit app menu.

Deployment

This project is deployed publicly on Streamlit. You can access it by clicking in right side of title

Made with ❤️ by Hardik