Dharmik Gohil (@dharmikgohil_) 's Twitter Profile
Dharmik Gohil

@dharmikgohil_

22 | Backend SE | AWS & ELK Stack | TDD, Clean Architecture & OOP | TypeScript, Node.js & Express | Passionate About System Design & Distributed Systems

ID: 1387983278305513477

linkhttps://leetcode.com/dharmikgohil/ calendar_today30-04-2021 04:13:08

209 Tweet

66 Followers

417 Following

Dharmik Gohil (@dharmikgohil_) 's Twitter Profile Photo

you can have the best LLM, the best vector database, and perfect prompt engineering. if your ๐—ฒ๐—บ๐—ฏ๐—ฒ๐—ฑ๐—ฑ๐—ถ๐—ป๐—ด ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น ๐—ถ๐˜€ ๐˜„๐—ฟ๐—ผ๐—ป๐—ด, your RAG system will still underperform. embeddings are the invisible layer most teams get wrong. an embedding model translates language

you can have the best LLM, the best vector database, and perfect prompt engineering.

if your ๐—ฒ๐—บ๐—ฏ๐—ฒ๐—ฑ๐—ฑ๐—ถ๐—ป๐—ด ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น ๐—ถ๐˜€ ๐˜„๐—ฟ๐—ผ๐—ป๐—ด, your RAG system will still underperform.

embeddings are the invisible layer most teams get wrong.

an embedding model translates language
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15 things money makes possible according to Alux.com : > Buying your parents a house and retiring them > Waking up in your own home without worrying about rent, utilities, or bills > Fixing an expensive medical problem with a check > Hanging out with your favorite artist or

15 things money makes possible according to <a href="/aluxcom/">Alux.com</a>  :

&gt; Buying your parents a house and retiring them
&gt; Waking up in your own home without worrying about rent, utilities, or bills
&gt; Fixing an expensive medical problem with a check
&gt; Hanging out with your favorite artist or
Dharmik Gohil (@dharmikgohil_) 's Twitter Profile Photo

There are two ways to parse a PDF. one of them actually works. so let me do it quickly. ๐—ง๐—ฟ๐—ฎ๐—ฑ๐—ถ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—ฃ๐—ฎ๐—ฟ๐˜€๐—ถ๐—ป๐—ด tools like pypdf read the X/Y coordinates of every character on the page then guess structure from position. characters close horizontally? that's a

There are two ways to parse a PDF. one of them actually works.

so let me do it quickly.

๐—ง๐—ฟ๐—ฎ๐—ฑ๐—ถ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—ฃ๐—ฎ๐—ฟ๐˜€๐—ถ๐—ป๐—ด
tools like pypdf read the X/Y coordinates of every character
on the page then guess structure from position.

characters close horizontally? that's a
Dharmik Gohil (@dharmikgohil_) 's Twitter Profile Photo

most people think ๐˜„๐—ฒ๐—ฏ ๐˜€๐—ฐ๐—ฟ๐—ฎ๐—ฝ๐—ถ๐—ป๐—ด is the easy part of ๐—ฅ๐—”๐—š. it's not. it's where most pipelines silently break. 6 problems nobody talks about: ๐Ÿญ. ๐—บ๐—ผ๐—ฑ๐—ฒ๐—ฟ๐—ป ๐˜„๐—ฒ๐—ฏ๐˜€๐—ถ๐˜๐—ฒ๐˜€ ๐—ฑ๐—ผ๐—ป'๐˜ ๐˜€๐—ฒ๐—ฟ๐˜ƒ๐—ฒ ๐—ฐ๐—ผ๐—ป๐˜๐—ฒ๐—ป๐˜ ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—›๐—ง๐— ๐—Ÿ ๐Ÿฎ. ๐Ÿด๐Ÿฌ% ๐—ผ๐—ณ ๐—ฎ ๐˜„๐—ฒ๐—ฏ๐—ฝ๐—ฎ๐—ด๐—ฒ

most people think ๐˜„๐—ฒ๐—ฏ ๐˜€๐—ฐ๐—ฟ๐—ฎ๐—ฝ๐—ถ๐—ป๐—ด is the easy part of ๐—ฅ๐—”๐—š.

it's not. it's where most pipelines silently break.

6 problems nobody talks about:

๐Ÿญ. ๐—บ๐—ผ๐—ฑ๐—ฒ๐—ฟ๐—ป ๐˜„๐—ฒ๐—ฏ๐˜€๐—ถ๐˜๐—ฒ๐˜€ ๐—ฑ๐—ผ๐—ป'๐˜ ๐˜€๐—ฒ๐—ฟ๐˜ƒ๐—ฒ ๐—ฐ๐—ผ๐—ป๐˜๐—ฒ๐—ป๐˜ ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—›๐—ง๐— ๐—Ÿ
๐Ÿฎ. ๐Ÿด๐Ÿฌ% ๐—ผ๐—ณ ๐—ฎ ๐˜„๐—ฒ๐—ฏ๐—ฝ๐—ฎ๐—ด๐—ฒ
Dharmik Gohil (@dharmikgohil_) 's Twitter Profile Photo

> be Alakh Pandey > born October 2, 1991, Prayagraj, UP > dad is a contractor > mom is a school teacher > family is not doing well financially > dad has to sell the house to meet expenses > family shifts to a rented apartment in a slum > you're the kid who has to make it work

&gt; be Alakh Pandey
&gt; born October 2, 1991, Prayagraj, UP
&gt; dad is a contractor
&gt; mom is a school teacher
&gt; family is not doing well financially
&gt; dad has to sell the house to meet expenses
&gt; family shifts to a rented apartment in a slum
&gt; you're the kid who has to make it work
Dharmik Gohil (@dharmikgohil_) 's Twitter Profile Photo

Story behind fast[dot]com Netflix launched it in May 2016. Not to help you. To expose your ISP. Here's what actually went down: > 2013: Netflix was the biggest thing on the internet. 30% of all US internet traffic at peak hours was just people watching Netflix. Comcast saw