Chroma vector store local embeddings

Use ChromaDB for local vector storage. Setup: 1. Initialize persistent client. 2. Create collections with metadata. 3. Add documents with embeddings. 4. Query with similarity search. 5. Filter by metadata. 6. Update and delete operations. 7. Multiple embedding functions. 8. Export/import collections. Runs entirely local, no API needed. Use for privacy-sensitive applications.