VectorAdmin

The universal vector database management system.

Free

Description

VectorAdmin is a comprehensive tool designed to act as the frontend for vector databases, significantly simplifying the management of vector data for large language model (LLM) applications. It addresses the common challenges developers face when dealing with unwieldy vector data and the limitations of built-in database tools. By providing a universal user interface and a suite of management features, VectorAdmin empowers users to build AI applications with greater confidence and efficiency.

The platform allows users to quickly find, edit, add, or remove vector data through an intuitive interface that is understandable even to non-technical stakeholders. It supports popular vector databases, enabling connections to multiple providers concurrently and facilitating seamless data migration between them. VectorAdmin integrates with existing development pipelines without requiring code changes, offering features like semantic search, cost-saving embedding management, a developer API, and is an open-source solution that can be self-hosted.

Key Features

Universal Database Support: Connects to multiple popular vector databases concurrently for centralized management.
One-Click Data Migration: Easily migrate entire vector databases or individual embeddings between different providers with a single click.
Intuitive UI with Semantic Search: User-friendly interface enabling quick data discovery, editing, addition, and removal, accessible even to non-technical users.
Cost-Saving Embedding Management: Reduces embedding-related expenses by allowing free copying of databases or single embeddings and enabling cost-effective development environment setups.
No-Code Pipeline Integration: Syncs with existing vector data stores in just two clicks without requiring modifications to current development pipelines or code.
Developer API Access: Offers a robust API for programmatic interaction and automation of vector data management tasks.
Open Source and Self-Hostable: Provides full transparency, customization options, and community-driven development, with the ability to self-host the solution.

Use Cases

Managing vector data for LLM-powered applications.
Simplifying data exploration and modification in vector stores.
Migrating vector embeddings between different database providers.
Reducing operational costs associated with vector embeddings.
Providing non-technical stakeholders with visibility into vector data.
Streamlining development workflows for AI applications using vector databases.

Frequently Asked Questions

What is VectorAdmin?

VectorAdmin is the first universal UI and tool suite for building applications with vector databases, making it easier to find, edit, add, or remove data stored in them.

Why do I need VectorAdmin?

VectorAdmin helps manage unwieldy vector data in LLM applications, bridging gaps often left by built-in database tools. It aims to save hundreds of hours in wrangling vector data, reduce embedding costs, and allow users to build with more confidence by providing an understandable UI and powerful management features.

What vector database providers are supported?

VectorAdmin supports popular vector databases and allows users to connect to multiple different vector database providers concurrently.

Where is my data stored when using VectorAdmin?

Your data remains in your existing vector database. VectorAdmin connects to and works with how your vector data is already stored, providing an easier way to manage it without altering your data's storage location.