Apoorv

Hey, Wanna Contribute and Dive in the world of Computers
Join me!!!!

For Introduction, I am a Full Stack Web Developer + Gen AI and Open Source Contributor.

[Apoorv @Apoorv654123]

@CodeWithSravya Lets connect

[Apoorv @Apoorv654123]

@AnshikaK7 What's yours

[Apoorv @Apoorv654123]

@AnshikaK7 8.7

[Apoorv @Apoorv654123]

#RAG doesn’t always need embeddings.
Thanks to @piyushgarg_dev sir for introducing #Vectorless RAG with #PageIndexing can work better for long documents:
-> Follows hierarchy, not similarity
-> Improves traceability
-> Reduces irrelevant context
More:
https://t.co/4WXlB5vACA

[Apoorv @Apoorv654123]

@piyushgarg_dev Sir, this shows that most of your subscribers haven't even reached the point of using queues yet.😭
But I do know

[Apoorv @Apoorv654123]

@YashHustle_22 if you can understand just by reading and coding then,
just make a notebook for noting algorithms

[Apoorv @Apoorv654123]

What if your RAG system isn’t failing… it’s just retrieving the wrong context?
Common RAG failures:
→Irrelevant retrieval
→Poor chunking
→Weak ranking
→Context overload
Result? Hallucinations creep back in.
Fixing RAG = fixing retrieval first.
More 👇
https://t.co/EuDrZqWLm8

[Apoorv @Apoorv654123]

What if scaling AI wasn’t about bigger models… but smarter retrieval?

Advanced RAG =
→ Better ranking & re-ranking
→ Multi-step retrieval pipelines
→ Lower latency, higher reliability
It’s how you take #RAG from demo → production.
More 👇
https://t.co/ouVJEM5kJz

#AI #GenAI

[Apoorv @Apoorv654123]

@ritu_twts What's your great purpose to have a need to choose an API testing tool.
For me, sometimes I use Postman and sometimes I use Thunder Client.

[Apoorv @Apoorv654123]

@dpratyush02 Code with harry

[Apoorv @Apoorv654123]

@Sarthak4Alpha Start making your projects or contribute in Open source

[Apoorv @Apoorv654123]

@YashHustle_22 I would build the frontend first because it would give us the idea about what all features we are dealing with in the backend and how should we provide data in the frontend.

[Apoorv @Apoorv654123]

@shhiva_dev LeetCode and if there is any question not on LeetCode then you might get that question on geekforgeeks

[Apoorv @Apoorv654123]

@manojdotdev DSA

[Apoorv @Apoorv654123]

@suni_code I am going to save it

[Apoorv @Apoorv654123]

@akshaymarch7 If it happens, I would love that

[Apoorv @Apoorv654123]

@YashHustle_22 Postman

[Apoorv @Apoorv654123]

@buildwithyash @X Hey hi hello

[Apoorv @Apoorv654123]

@md_kasif_uddin Try robotics for masters

[Apoorv @Apoorv654123]

What if #AI could answer with real-time knowledge instead of guessing?

#RAG (Retrieval-Augmented Generation) =
>Fetches relevant data before generating
>Reduces hallucinations
>Improves accuracy + context
It turns static models into dynamic systems.
More:
https://t.co/PbEjry0Xlf