Store and search embeddings

chromaskillsetup L2★9,423

What it does

Store embeddings and perform semantic search with metadata filtering

Best for

Open-source RAG prototyping where self-hosted storage is preferred over managed cloud.

Inputs

Outputs

Requires

Preconditions

Python 3.7+; embeddings must match collection dimension

Failure modes

Embedding mismatch causes dimension error; unserialized collections lost on shutdown

Trust signals