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<p align="center"> <a href="https://vectoradmin.com"><img src="https://github.com/Mintplex-Labs/vector-admin/blob/master/images/logo-light.png?raw=true" alt="VectorAdmin logo"></a> </p> <p align="center"> <b>The universal UI and tool suite for managing vector databases at scale.</b><br /> </p> <p align="center"> <a href="https://twitter.com/mintplexlabs" target="_blank"> <img src="https://img.shields.io/twitter/url/https/twitter.com/mintplexlabs.svg?style=social&label=Follow%20%40Mintplex%20Labs" alt="Twitter"> </a> | <a href="https://discord.gg/6UyHPeGZAC" target="_blank"> <img src="https://img.shields.io/badge/chat-mintplex_labs-blue.svg?style=flat&logo=data:image/png;base64,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" alt="Discord"> </a> | <a href="https://github.com/Mintplex-Labs/vector-admin/blob/master/LICENSE" target="_blank"> <img src="https://img.shields.io/static/v1?label=license&message=MIT&color=white" alt="License"> </a> | <a href="https://docs.vectoradmin.com/" target="_blank"> Docs </a> | <a href="https://vectoradmin.com" target="_blank"> Hosted Instance </a> </p>

Quick! Can you tell me exactly what information is embedded in your Pinecone or Chroma vector database? I bet you can't. While those teams are focusing on building the underlying architecture we made it easier for you to manage vector data without the headaches and API calls.

We call it VectorAdmin and we want to be the best universal GUI for vector database management.

Managing VectorData view more screenshots

Watch the demo!

Watch the video

Product Overview

VectorAdmin aims to be a full-stack application that gives you total control over your otherwise unwieldy vector data that you are embedding via an API or using tools like LangChain, which don't show you what you just saved into your database.

VectorAdmin is a full capable multi-user product that you can run locally via Docker as well as host remotely and manage multiple vector databases at once.

VectorAdmin is more than a single tool. VectorAdmin is a suite of tools that make interacting with and understanding vectorized text easy without compromise for the controls you would expect from a traditional database management system.

Some cool features of VectorAdmin

Technical Overview

This monorepo consists of three main sections:

Requirements

How to get started (Docker - simple setup)

Get up and running in minutes with Docker

How to get started (Development environment)

The below instructions will not work on Windows.

In separate terminal windows from project root:

On first boot and visiting of the homepage, you will be automatically redirected to create your primary admin account, organization, and database connection.

Contributing

Telemetry

VectorAdmin by Mintplex Labs Inc contains a telemetry feature that collects anonymous usage information.

Why?

We use this information to help us understand how VectorAdmin is used, to help us prioritize work on new features and bug fixes, and to help us improve VectorAdmin's performance and stability.

Opting out

Set DISABLE_TELEMETRY in your server or docker .env settings to "true" to opt out of telemetry.

DISABLE_TELEMETRY="true"

What do you explicitly track?

We will only track usage details that help us make product and roadmap decisions, specifically:

You can verify these claims by finding all locations Telemetry.sendTelemetry is called. Additionally these events are written to the output log so you can also see the specific data which was sent - if enabled. No IP or other identifying information is collected. The Telemetry provider is PostHog - an open-source telemetry collection service.