Alternatives
Pinecone.
Self-hosted vector databases instead of a managed Pinecone index.
9 listedCatalog Sep 1, 2026
- Rank 1. txtaiAll-in-one Python framework for embeddings, vector search, and RAG workflows.Apache 2.0 · Linux, macOS, +1GitHub stars: 13k
- Rank 2. QdrantRust vector database with filters, payloads, and a REST API.Apache 2.0 · Linux, macOS, +2GitHub stars: 26k
- Rank 3. WeaviateVector database with hybrid search and modular vectorizers.BSD 3-Clause · Linux, DockerGitHub stars: 15k
- Rank 4. MilvusCloud-native vector database built for large-scale ANN search.Apache 2.0 · Linux, DockerGitHub stars: 38k
- Rank 5. ChromaDeveloper-friendly embedding database for local RAG prototypes.Apache 2.0 · Linux, macOS, +2GitHub stars: 23k
- Rank 6. LanceDBEmbedded serverless vector database — SQLite-style, multimodal, no server to run.Apache 2.0 · Linux, macOS, +1GitHub stars: 11k
- Rank 7. FaissFacebook’s MIT ANN library for billion-scale embedding search on CPU or GPU.MIT · Linux, macOS, +1GitHub stars: 41k
- Rank 8. pgvectorVector similarity search as a Postgres extension — embeddings without a new database.Other · Linux, macOS, +2GitHub stars: 23k
- Rank 9. MarqoDocker-deployed search engine combining vector and keyword search for discovery apps.Apache 2.0 · Linux, macOS, +2GitHub stars: 5k