Nikita Goyal

Frontend Dev | JS, React, Next.js, Tailwind, Typescript, Git | Writer & Reader | Love to travel & connect | Open to work | Immediate Joiner 🚀

[Nikita Goyal @nikiiigoyal]

Register now and apply to be a part of Wild Bugs via @devfolio https://t.co/PP5kna7YyC

[Nikita Goyal @nikiiigoyal]

@YoManafterall @akshaymarch7 I already know html css JavaScript react i have made multiple projects too

[Nikita Goyal @nikiiigoyal]

@yash_mittal_dev I’ve also launched my own agent on meAsAgent, and it’s honestly amazing!

Really loved seeing how it captures my personality, interests, and the way I work. Such a fun experience!

Check it out: https://t.co/eYexv9JYuV

[Nikita Goyal @nikiiigoyal]

“The journey from 0 to 60 is easy , whereas progressing from 60 to 100 becomes exceedingly challenging “
Came across and found it too relatable.

[Nikita Goyal @nikiiigoyal]

@BenBusker I don’t think everybody thinks the same. For some people, seeing someone go viral can actually be motivation to work harder.

[Nikita Goyal @nikiiigoyal]

So next time something like LLm replies, remember what actually just happened It sliced sentence into pieces. Turned each piece into a number. Looked that number up to get real coordinates. Tagged each word with its position. Then guessed one word at a time, out of 1000 of option

[Nikita Goyal @nikiiigoyal]

Ever wondered how ChatGPT actually "reads" what you type?

Here's the wild part: it can't read at all.

It doesn't understand a single word. Not one.

Here's what's actually happening behind the scenes

[Nikita Goyal @nikiiigoyal]

Step 8— Remember the order - A plain meaning-vector alone doesn't know word order.
"Dog bites man" and "man bites dog" would look exactly the same without this step. Big difference in real life though. So each word also gets tagged with its position like a seat number at a table

[Nikita Goyal @nikiiigoyal]

LLm was never taught to chat.Its entire training was one game: predict the next word- across 300B tokens Meaning came for free. Self-attention lets every word look at every other word that's how it knows bank of the river isn't about money. No dictionary. No rules. Just attention

[Nikita Goyal @nikiiigoyal]

Day 1 — Learning How AI Retrieval Works
Started from the basics and built a keyword search engine from scratch.
Tokenization → Matching → Scoring → Ranking

Next, we'll solve these limitations one by one.
GitHub: https://t.co/ZWpj7pJSOk

#AI #RAG #BuildInPublic