jeffchuber
Joined 16 years ago
Joined 16 years ago
- regex (grep) - hybrid search (bm25+vector)
this X vs Y is uninteresting when the answer can be both.
https://github.com/jeffchuber/just-bash-openfs
it puts a bash interface in front of s3, filesystem (real and in-memory), postgres, and chroma.
still very much alpha - but curious what people think about it.
see an example app here: https://github.com/jeffchuber/openfs-incident-app
i claimed swyx heard it through me - which he did
Chroma implements SPANN and SPFresh (to avoid the limitations of HNSW), pre-filtering, hybrid search, and has a 100% usage-based tier (many bills are around $1 per month).
Chroma is also apache 2.0 - fully open source.
Chroma is fully OSS - embedded, single-node and distributed (data and control plane). afaik lance distributed is not OSS.
We do have plans to release the crate (enabling embedded chroma in rust) - but haven't gotten around to it yet. Hopefully soon!
> Do you see all providers converging on similar alpha i.e cheap object storage, nvme drives,ssd cache to solve this?
It's not only a new pattern in search workloads, but it's happening in streaming, KV, OLTP, OLAP, etc. Yea - it's the future.
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