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jeffchuber commented on Just-bash: Bash for Agents   github.com/vercel-labs/ju... · Posted by u/tosh
andrewingram · 19 days ago
I did a slightly less ambitious prototype a few weeks ago where I created added lazy loading of GCS files into the just-bash file-systems, as well as lots of other on-demand files. Was a lot of fun.
jeffchuber · 19 days ago
yeah (optional) caching is interesting to think about - incl write_through and write_back
jeffchuber commented on Just-bash: Bash for Agents   github.com/vercel-labs/ju... · Posted by u/tosh
jeffchuber · 19 days ago
last weekend I vibe-coded a project called `openfs` that plugs into just-bash

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

jeffchuber commented on Ask HN: How are you doing RAG locally?    · Posted by u/tmaly
jeffchuber · 2 months ago
try out chroma or better yet as opus to!
jeffchuber commented on Search tool that only returns content created before ChatGPT's public release   tegabrain.com/Slop-Evader... · Posted by u/dmitrygr
rollulus · 4 months ago
Multiple people have coined the idea repeatedly, way before you. The oldest comment on HN I could find was in December 2022 by user spawarotti: https://news.ycombinator.com/item?id=33856172
jeffchuber · 4 months ago
i didnt claim to invent it.

i claimed swyx heard it through me - which he did

jeffchuber commented on Search tool that only returns content created before ChatGPT's public release   tegabrain.com/Slop-Evader... · Posted by u/dmitrygr
swyx · 4 months ago
somebody said once we are mining "low-background tokens" like we are mining low-background (radiation) steel post WW2 and i couldnt shake the concept out of my head

(wrote up in https://www.latent.space/i/139368545/the-concept-of-low-back... - but ironically repeating something somebody else said online is kinda what i'm willingly participating in, and it's unclear why human-origin tokens should be that much higher signal than ai-origin ones)

jeffchuber · 4 months ago
that was me swyx
jeffchuber commented on The Case Against PGVector   alex-jacobs.com/posts/the... · Posted by u/tacoooooooo
jeffchuber · 4 months ago
Good article - the most use cases i see of pg_vector are typically “chat over their technical docs” - small corpus - doesn’t change often / can rebuild the index - no multi-tenancy avoids much of the issues with post-filtering

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.

jeffchuber commented on Factory Raises $50M Series B   factory.ai/news/series-b... · Posted by u/ashvardanian
jeffchuber · 6 months ago
congrats to factory on the amazing product and release!
jeffchuber commented on Will Amazon S3 Vectors kill vector databases or save them?   zilliz.com/blog/will-amaz... · Posted by u/Fendy
sharemywin · 6 months ago
it's annoying to me that there's not a doc store with vectors. seems like the vector dbs just store the vectors I think.
jeffchuber · 6 months ago
chroma stores both

u/jeffchuber

KarmaCake day497December 10, 2010
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