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jxnlco

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Why RAG is more than just vector search

timescale.com
5 points·by jxnlco·vor 2 Jahren·0 comments

Best Tools for Indie Tech Consultants

jxnl.co
2 points·by jxnlco·vor 2 Jahren·0 comments

[untitled]

1 points·by jxnlco·vor 2 Jahren·0 comments

[untitled]

1 points·by jxnlco·vor 2 Jahren·0 comments

[untitled]

1 points·by jxnlco·vor 2 Jahren·0 comments

Systematically Improving Your RAG

jxnl.co
176 points·by jxnlco·vor 2 Jahren·53 comments

Show HN: Instructor v1, for LLM structured output and streaming

python.useinstructor.com
5 points·by jxnlco·vor 2 Jahren·0 comments

Structured Data for Open-Source LLMs

jxnl.github.io
2 points·by jxnlco·vor 2 Jahren·0 comments

Stop Using LGTM Few for RAG

jxnl.github.io
1 points·by jxnlco·vor 2 Jahren·0 comments

How to Ship an AI Application MVP

jxnl.github.io
1 points·by jxnlco·vor 2 Jahren·0 comments

Embedding (RAG) all of Wikipedia in less than 15 minutes

modal.com
7 points·by jxnlco·vor 2 Jahren·0 comments

[untitled]

1 points·by jxnlco·vor 3 Jahren·0 comments

Steering Large Language Models with Pydantic

blog.pydantic.dev
5 points·by jxnlco·vor 3 Jahren·0 comments

[untitled]

1 points·by jxnlco·vor 3 Jahren·0 comments

[untitled]

1 points·by jxnlco·vor 3 Jahren·0 comments

Python caching decorators in three levels

jxnl.github.io
10 points·by jxnlco·vor 3 Jahren·0 comments

Validating LLM Citations with Pydantic

jxnl.github.io
1 points·by jxnlco·vor 3 Jahren·0 comments

comments

jxnlco
·vor 2 Jahren·discuss
after my money was withheld i messaged a mercury investor to see if i could get set up asap, they set me up so i could get paid and reroute all my payroll.
jxnlco
·vor 2 Jahren·discuss
mercury ceo dm'ed me to check in, honestly at least i can message the ceo
jxnlco
·vor 2 Jahren·discuss
brutal 'it'll be over once i visit' 'i'll be over when i send the paperwork' it'll be over when...
jxnlco
·vor 2 Jahren·discuss
Mercury, Meow Schwab chase (remaining personal account)
jxnlco
·vor 2 Jahren·discuss
i did it cause mercury helped me out a lot.
jxnlco
·vor 2 Jahren·discuss
this this this
jxnlco
·vor 2 Jahren·discuss
I was in Canada, and I was also quite stressed with some keynote presentations I had to give, planning my move back to the US, and applying for my O-1 visa.

I figured I'd sort it all out by the time I moved. However, I may have been a little too relaxed about the situation and stressed out about other stuff
jxnlco
·vor 2 Jahren·discuss
thankfully i just DM'd the mercury team and got a temp approval to deposit the 180k
jxnlco
·vor 2 Jahren·discuss
indie consulting is pretty small scale
jxnlco
·vor 2 Jahren·discuss
what... what did you doo...
jxnlco
·vor 2 Jahren·discuss
yeah it was hard to fit in my travel schedule, i totally agree it was a terrible experience losing contact and starting over with many people
jxnlco
·vor 2 Jahren·discuss
fuck lol, i messed up the date but if i fix it it breaks the url
jxnlco
·vor 2 Jahren·discuss
i was just a dude with 3 contractors, i figured it'd just get resolved cause i didnt do anything wrong...
jxnlco
·vor 2 Jahren·discuss
holy shit. They never gave me an answer but the last thing the KYC team did (outside of executive branch) was just confirm a 25k invoice =_=
jxnlco
·vor 2 Jahren·discuss
check out the other rag stuff https://jxnl.co/writing/category/rag/

all based on consulting calls and advisory work (i sell the implementation so sorry i don't post one click deploys)
jxnlco
·vor 2 Jahren·discuss
its ok, im on the front page, the market has decided the worth
jxnlco
·vor 2 Jahren·discuss
thanks! this was based on a 30 minute 'crash course on what things they need to look out fo'

I'd recommend taking a look at lancedb as they support text, vectors, and sql.

high relevancy scores are not percentages, they only make sense in 'ordering' but 0.7 does not mean relevant.

but .9 vs .7 means 'maybe more relevant.
jxnlco
·vor 2 Jahren·discuss
I'll try to add more details!
jxnlco
·vor 2 Jahren·discuss
nothing, all i really say is 'add monitoring, do topic clustering' which is how i did 'search' and 'recommendation' systems

1) are there filters we need to build 2) do we have inventory
jxnlco
·vor 2 Jahren·discuss
how can i make it better?

this was a quick post that i wrote up after a 30 minute call with someone, mostly notes to take in preparation for a bigger talk im giving.