ChromaDB¶
Local vector database with HNSW indexing. Good for teams without cloud infrastructure.
Install¶
Configure¶
How it differs from SQLite¶
| SQLite | Chroma | |
|---|---|---|
| Vector search | numpy cosine (O(n)) | HNSW (fast at scale) |
| Storage | Single .db file |
Directory of files |
| Scale | ~100K memories | Millions of memories |
Namespace isolation¶
Each namespace gets its own Chroma collection: lore_ai_{namespace}. They're stored in the same directory but completely isolated.