Pinned Tweet
Runner-up at ChaiForms hacakthon
got featured in DemoDay
and won prize money of ₹6k
Glad to be part of this community..
Here's : nitroforms.fun
Thanks @Hiteshdotcom @piyushgarg_dev @nirudhuuu
#chaicode #chaiforms #chaicohort
My dad had a problem with managing quotations
so I built an app for it.
lowkey, a simple little thing.. but makes the work easier..
also shoutout to @ChaiCodeHQ and @surajtwt_ for the mobile dev cohort 🙌🏻
At Devfest 2026
Crazy event by @gdg_noida
Last time I was here as a newbie, this time as a Developer .. !
Lessgoo
#devfest #gdgnoida #gdgcloudnoida
I was always wondering.. that okay graphs are made for so many things by LLM, but how does it find the stuff.. SQL query? No SQL? Isn't it slow?
Then , I got introduced to GraphDB
It was a fun class
Notes : inapp.app/sudo/gen-notes
Huge shoutout to @piyushgarg_dev #chaicode
I Built AI applications before I truly understood what was happening inside an LLM
AI jargons were familiar but not clear to me
So I sat down , connected all the dots and here's byproduct of my understanding
A video - Me & canvas
youtu.be/l7vLKUevapg?si=6oss…
#BuildInPublic
Did you know? That LLMs can also dream?
Yes they can
When you're building a memory engine for ur ai application.
It's crazy how close the system tries to mimic human brain.
Here's my notes from "Memory Engine" class
by @piyushgarg_dev
PDF : inapp.app/sudo/gen-notes
#chaicode
RAG RAG RAG , AI AI AI
enough!
I also wanna play
presenting DOX - connect your documents, research notes, and creative thoughts
@piyushgarg_dev sir told me to build this , in our recent class . I said why not
check it out : dox.sud-o.app
#chaicode @ChaiCodeHQ
anyone can write code that works.
the fun begins when you start asking why it's slow.
understanding system design, batching, parallelism, and bottlenecks turned today's pipeline into 𝟰𝘅 𝗳𝗮𝘀𝘁𝗲𝗿 embeddings and 𝟲𝘅 𝗳𝗮𝘀𝘁𝗲𝗿 chunking
optimization is a different skill
Hardest part of building a gud RAG system?
ZIP - preserve structure
PDF/IMGS - ocr when needed
Webpages - clean extraction
YT - transcript
SRT/VTT - timestamp aware chunks
Every source needs its own extraction+chunking+rejecting strategies
I learned more today than I expected
So, I'm working on something Similar to NotebookLM.
And I call it DOX
Here's current update regarding it
Join the waitlist : dox.sud-o.app
#chaicode #chaicohort @Hiteshdotcom
@ChaiCodeHQ @piyushgarg_dev
Stay tuned !
Hello peers..
Today's class was amazing, concise and full of interesting questions during QNA
We studied Vector less RAG , and yea
I made notes ( Full notes available in comments )
or PDF : inapp.app/sudo/gen-notes
With crazy dhurandhar example.
#chaicode #genai @ChaiCodeHQ
And here's
Advanced RAG - High level (yes) production system design's knowledge packed Notes.
There's more from this in threads.
Also this and All previous notes in PDF format : inapp.app/sudo/gen-notes
20 July ✅
#chaicode #chaicohort #genaicohort
@ChaiCodeHQ
Hello peers.. here's
Basic RAG - Diagrammatic notes
With code snippet
PDF : inapp.app/sudo/gen-notes
(July 6)
@ChaiCodeHQ
#chaicode #chaicohort #genaicohort
Hello peers.. here's
Basic RAG - Diagrammatic notes
With code snippet
PDF : inapp.app/sudo/gen-notes
(July 6)
@ChaiCodeHQ
#chaicode #chaicohort #genaicohort
I'm Advancing the RAG ! R u?
Going beyond high level design to realistic use-case implementation of RAG
concluding cohort class 7 ✅
@ChaiCodeHQ @piyushgarg_dev @Hiteshdotcom
#chaicode #genaicohort
Found my old post where i discovered RAG.
At that time it really felt like i did learn something crazy
( hand drawn diagram btw )
big thanks to @piyushgarg_dev for that vector embedding and pinecone video ( it's really old vid )
#buildinpublic #chaicode








































