Awesome Vector Database

Communities

• r/vectordatabase
• Hacker News

Vector Database as a Service

• Pinecone
• Milvus
• Amazon Hosted pg_vector
• Weaviate
• Amazon Open Search Service
• Amazon Neptune ML
• Elastic Search
• Single Store
• Vald
• Vearch
• Jina
• Aquila DB
• Redis HNSW
• Marqo
• txtai

Vector Database Libraries

• Annoy
• Faiss (by Meta)
• Distributed Faiss
• Non-Metric Space Library - NMSLIB
• Auto Faiss
• SCANN
• MRPT
• RPForest
• Postgres (pg_vector)
• PASE
• pyserini
• NGT
• NearPy
• TOROS N2
• PUFFINN
• SPTAG
• PyNNDescent
• TarsosLSH
• TorchPQ
• Granne
• Embeddinghub
• Hora

Vector Databases Knowledge base

Vector Databases 101

• Pinecone vector database 101
• Microsoft Semantic Kernel Vector-db
• Dev.to Vector DB 101
• Not All Vector Databases Are Made Equal
• A Gentle intro to Vector DB by Frank Liu