Readit NewsHere's some feedback:
- the diagram is not centered and zoomed by default, this is easy to fix
- it would be great to have better animation controls, like progressbar, play half speed, etc.
- it would be great to be able to export animation to video, animgif, etc. e. g. with ffmpeg.js
The repo includes plpgsql_bm25rrf.sql : PL/pgSQL function for Hybrid search ( plpgsql_bm25 + pgvector ) with Reciprocal Rank Fusion; and Jupyter notebook examples.
Disclosure: I work at MS and help maintain our most popular open-source RAG template, so I follow the best practices closely: https://github.com/Azure-Samples/azure-search-openai-demo/
So few developers realize that you need more than just vector search, so I still spend many of my talks emphasizing the FULL retrieval stack for RAG. It's also possible to do it on top of other DBs like Postgres, but takes more effort.
Shameless plug: plpgsql_bm25: BM25 search implemented in PL/pgSQL (The Unlicense / PUBLIC DOMAIN)
https://github.com/jankovicsandras/plpgsql_bm25
There's an example Postgres_hybrid_search_RRF.ipynb in the repo which shows hybrid search with Reciprocal Rank Fusion ( plpgsql_bm25 + pgvector ).
I'll write my first impressions of https://github.com/hyvectorapp so it helps usability and improvement.
Oh it's a freemium app.
hyvectorapp starts off looking like figma, penpot style which is a good sign.
I can export svg [x]
There's no align to grid system.
vector tracing is not generally solved except via the vectormagic product and machine learning research prototypes. I wonder how you solved it.
Can't interact more today so I'll end with this note of hopefulness.
Shameless plug: https://github.com/jankovicsandras/plpgsql_bm25
BM25 search implemented in PL/pgSQL, there's also an example of Hybrid (BM25+pgvector) search in the repo.
Shameless plug:
https://github.com/jankovicsandras/plpgsql_bm25
BM25 search implemented in PL/pgSQL, might be useful if one can't use Rust extensions with Postgres, e. g. hosted Postgres without admin rights.
about:config -> security.fileuri.strict_origin_policy -> false
source: https://stackoverflow.com/questions/58067499/runing-javascri...
Then, what if you want hybrid search, or different IVF variants, or disk-based search, or horizontal scaling, or something that leverages SIMD, or sparse vectors? Milvus is great.
Shameless plug: https://github.com/jankovicsandras/plpgsql_bm25 BM25 search implemented in PL/pgSQL ( Unlicense / Public domain )
The repo includes plpgsql_bm25rrf.sql : PL/pgSQL function for hybrid search ( plpgsql_bm25 + pgvector ) with Reciprocal Rank Fusion; and Jupyter notebook examples.