Jev is really good at intent-based search! How it looks in Gmail: (for a huge inbox you'd prob let semantic search / embeddings pull first but still much better experience)

code:

Can it fix finder?

hell yeah man actually crazy good use case

Hey, just wanted to say: all the examples you dropped - also in that GitHub repo => just amazing!

Oh this is good, we can use this

Yes! I've been using this exact example for folks!

intent search only holds if Jev sees the thread, not the latest line. does it get the whole conversation, or just subject plus snippet? that's where "invoice from March" either works or dies.

Wow, this is awesome, but that's pretty sensitive data and I don't think Jev has ZDR

This seems to be a true engineers LLM

honestly this is just a classifier with a nice prompt box on top, not that deep

THIS IS UNACCEPTABLE

built vector search systems and this is the right split: embeddings get the candidate set, intent picks the answer. similarity alone is how you get something technically close and completely useless.

wow, a new search paradigm just dropped

looks cool thanks for sharing

intent-based search is the real unlock

if such a tool were to be implemented in the company, would the level of security be high enough?

😳😳😳😳 wow this is goood!! still waiting on my access 🥲🥲

nader - which intent still falls back to embeddings?

I'm disappointed with the free version of @cognition . I didn't get the test the free version. It ran out of free trial without sending a single prompt 😔

is tehre some benchmark how good it is tho / how correct?

Craaaazy

Embeddings narrow the haystack. The more interesting step is judging intent cheaply enough that every candidate can be checked before a larger model sees it.

Semantic search in massive inboxes is a total game changer for cutting through the noise.

My inbox has needed this since roughly 2009.

intent search on gmail is the demo. real test is when embeddings retrieve the wrong decade of receipts

and you're really good at making these example and use cases 🔥 thank you!

intent-based search in gmail is the part i'd actually use daily

Seeing intent pull the right thread in under a tenth of a second feels like a live GTO read for email