Storing Embeddings
Database for vector similarity search.
Purpose
Store embeddings. Fast similarity search. Scalable.
Options
Pinecone: managed. Weaviate: open source. Milvus: open source. Chroma: simple.
Index Methods
HNSW: graph-based. IVF: inverted index. Annoy: trees.
Key Takeaways
- Store embeddings for retrieval
- HNSW index common
- Pinecone, Weaviate, Milvus