Mintplex-Labs/vector-adminArchived
Vector Admin
Vector Admin is a multi-database administration platform and management interface designed for handling vector databases from a single dashboard. It provides a unified web interface that connects to multiple distinct vector database providers simultaneously, allowing administrators to oversee connections, manage user permissions through role-based access control, and enforce multi-tenant data access boundaries.
The platform includes data management utilities for document ingestion, processing uploaded files through embedding generation pipelines, and inspecting or editing individual text chunks and vector embeddings directly. Additional capabilities include duplicating entire documents, namespaces, and vector embeddings across collections without re-running upstream embedding generation. The application supports containerised deployment for local execution or cloud hosting.
Features
- Vector Embedding Management Dashboards - Inspecting, editing, duplicating, and deleting text chunks and vector embeddings directly within your chosen database.
- Vector - Connects to multiple distinct vector database providers simultaneously through unified interface protocols.
- Database Administration - Connects and manages several different vector database providers simultaneously through a unified administration interface.
- Document Chunking and Embedding Pipelines - Parses uploaded documents, chunks raw text, and coordinates batch embedding generation before database insertion.
- Vector Database Management Tools - Manages multiple vector database providers through a unified interface to simplify oversight and connection administration.
- Inspection and Editing Interfaces - Vector management tools display individual text chunks within vector embeddings and allow atomically viewing, updating, or deleting them directly.
- Embedding Inspectors - Offers a text chunk viewer and editor for inspecting, updating, and deleting individual vector embeddings stored in a database.
- Cross-Collection Migration Engines - Duplicates vector embeddings and namespaces directly across collections without re-running upstream embedding generation pipelines.
- Namespace Duplication Tools - Vector management tools enable duplicating entire documents, namespaces, or vector embeddings across collections without incurring extra embedding costs during the transfer.
- Atomic Chunk Mutations - Performs atomic create, read, update, and delete operations on individual text vectors and metadata chunks.
- Collection Migration Utilities - Provides a migration utility for copying documents, namespaces, and vector embeddings across collections without incurring extra embedding costs.
- Role-Based Access Control - Enforces granular user permission boundaries and administrative oversight across multi-tenant database management sessions.
- User Access Controls - Security controls implement multi-user support with role oversight and permissions to regulate who can view and manage stored data.
