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Proof of Concept showcasing the functionality of Google Gemini Nano to provide autocompleted suggestions offline using a local Large Language Model (LLM)

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Jonty800/autocomplete-gemini-nano

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Google Chrome - Gemini Nano POC

This project is a Proof of Concept showcasing the functionality of Google Gemini Nano to provide autocompleted suggestions offline using a local Large Language Model (LLM). This POC demonstrates how to integrate this capability into a simple React application, eliminating the need for expensive alternatives.

Example

Features

  • Offline autocomplete suggestions using Google Gemini Nano
  • Local LLM integration
  • Simple and user-friendly interface using Shadcn for funsies

Getting Started

Follow the instructions below to set up and run the application on your local machine.

Prerequisites

Ensure you have the following installed:

  • Node.js
  • npm (Node Package Manager)
  • Google Chrome Dev (127+)

Installation

  1. Clone the repository:

    git clone <repository-url>
    cd <repository-directory>
  2. Install dependencies:

    npm install
  3. Set up Google Chrome and Gemini Nano:

    Follow the installation guide for Chrome to configure Google Gemini Nano on your machine.

Running the Application

  1. Start the development server:

    npm start
  2. Open your browser and navigate to:

    http://localhost:3000
    

Usage

  • Start typing in the search bar to see autocompleted suggestions provided by the local LLM.
  • The suggestions will appear in a dropdown below the search bar.

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Proof of Concept showcasing the functionality of Google Gemini Nano to provide autocompleted suggestions offline using a local Large Language Model (LLM)

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