Vector Migration Engine (VME)

An open-source tool designed to seamlessly transfer vector embeddings between different vector databases.

Overview

Vector Migration Engine (VME) provides a unified interface for migrating vector embeddings across popular vector databases. It ensures data integrity and efficient transfer of embeddings and their associated metadata.

Supported Databases

• FAISS
• ChromaDB
• Qdrant
• Weaviate
• Pinecone
• Milvus
• PostgreSQL (pgvector)
• Redis (RedisSearch)

Features

• Zero-loss Migration: Transfer embeddings without dimensional reduction or data loss
• Schema Mapping: Intelligently map schemas between different database structures
• Batch Processing: Efficiently handle large-scale embedding transfers
• Validation: Verify embedding integrity after migration
• Metadata Preservation: Maintain all metadata during the migration process