Mintplex-Labs/vector-admin

A universal UI and tool suite designed to simplify the management, visualization, and interaction with vector databases like Pinecone, Chroma, Qdrant, and Weaviate.

Core Features

Universal UI for managing multiple vector databases (Pinecone, Chroma, Qdrant, Weaviate)

Atomically view, update, and delete individual text chunks of embeddings

Multi-user instance support and oversight

Copy entire documents, namespaces, and embeddings

GitHub Repo Documentation

Detailed Introduction

VectorAdmin addresses the challenge of directly managing and understanding data within vector databases, which often lack intuitive interfaces. It provides a comprehensive, full-stack GUI that enables users to easily view, modify, and organize their vectorized text data across various providers. Designed for scalability and control, it supports multi-user environments and self-hosting via Docker, offering a much-needed visual layer for complex embedding management.