Jeff Huber

@HammadB can you see how this merges with other work we are doing , eg https://github.com/chroma-core/chroma/pull/386

Completed with Chroma `0.4`

@grumpyp this is great! `3.11` currently will not install because we include a default embedding model that depends on pytorch (currently `sentence-transformers`, but we are switching to a slimmer ONNX...

The PR i mentioned - https://github.com/chroma-core/docs/pull/35

This is tested and communicated much better now.

@adieyal - this would be great! it would also allow easy updates, deletions, etc. @hwchase17 what are your thoughts?

id like to help here! @adieyal should we store the user-ids (eg https://github.com/hwchase17/langchain/blob/master/langchain/vectorstores/chroma.py#L155) or the chroma ids? the user ids seem more useful to the user for updating.

@adieyal there are the ids the user provides to the database (for tracking purposes) and then chroma also generates a `uuid` for each embedding - https://github.com/chroma-core/chroma/blob/main/chromadb/db/clickhouse.py#L31 i think the user...

thanks @baseplate77 - going to pick up this change in https://github.com/chroma-core/chroma/pull/456

lgtm! 👍 🎉