bamerf / ai

A Javascript AI project

AI powered knowledge base

Overview

This repository contains a Next.js application that utilizes LangChain.js, Pinecone Database, and OpenAI's GPT-3.5 Turbo API. The main intent of this project is to supply necessary information to chat GPT, store it in a long-term memory (Pinecone vector DB), and then use it as a knowledge base to provide useful responses.

Tech Stack

• Next.js
• LangChain.js
• Pinecone Database
• OpenAI API (GPT-3.5 Turbo)
• Knowledge base
• Tailwind CSS

Getting Started

Prerequisites

• Node.js
• Yarn
• Pinecone API key
• OpenAI API key

Installation

1. Clone the repo

   git clone [e-mail]:bamerf/ai.git

2. Install dependencies

   yarn install

3. Create a .env.local file in the root directory and add your credentials for pinecone and openAI.

4. Put all necessary files in the docs directory. and run

   yarn generate-embeddings-pinecone

5. Run the development server

   yarn dev

6. Open http://localhost:3000 with your browser to see the result. Now you should be able to ask knowledge base relevant questions and get right answers.