Vector databases

JavaScript Vector Database

• Local-First Vector Database with RxDB and transformers.js (opens in a new tab)
• Local First / Offline First (opens in a new tab)
• Downsides of Local First / Offline First (opens in a new tab)
• pubkey/rxdb (opens in a new tab) github

• Top Truly Free and Open Source Vector Databases 2024 (opens in a new tab)
• The Top 5 Vector Databases (opens in a new tab)
• Best 16 Vector Databases for 2024 [Top Picks] (opens in a new tab)

• chroma (opens in a new tab)

  • chroma github (opens in a new tab)

• milvus (opens in a new tab)

  • milvus github (opens in a new tab)

• weaviate (opens in a new tab)

  • weaviate (opens in a new tab)

• pinecone (opens in a new tab)

• PostgreSQL + pgvector (opens in a new tab)

  • pgvector 0.7.0 Released! (opens in a new tab)

• qdrant (opens in a new tab)

  • qdrant github (opens in a new tab)

• deeplake (opens in a new tab)

  • activeloop (opens in a new tab)

• Elastic vector search (opens in a new tab)

• MongoDB Atlas Vector Search (opens in a new tab)

• vald (opens in a new tab)

• faiss (opens in a new tab)

• opensearch (opens in a new tab)

• apache cassandra (opens in a new tab)

Theory

• Vector Databases: A Beginner’s Guide! (opens in a new tab)