Vector Vault

Simple Vector Database to store and query OpenAI Embedding Vectors.

This project is still work in progress!

Components

Frontend

• Using the frontend it is possible to monitor, modify and manage indices

NGINX

• Used as a link between the management frontend and the vector index instances
• Load Balancing
• API Key authentication

Vector Index

• A Vector Index stores and manages the data and vectors
• The vector index can be queried using vectors or strings
• Using the Frontend entries can be added, updated and removed
• There can be multiple replicas of each index

Swagger API Documentation

Usage

Frontend

In ./frontend run:

• npm install
• npm start

Vector Index

Create a .env file in src with following content:

OPENAPI_KEY=YOUR_KEY
STORE_LOCATION=./mockStore/

Screenshots

Dashboard

Index Overview

Index Entries

Add Entry