List: AI/GenAI Blogs | Curated by Shresth Shukla

Feb 19, 2025
25 stories
AI/GenAI Blogs
In
AI Advances
by
Michael Ryaboy
10x Cheaper PDF Processing: Ingesting and RAG on Millions of Documents with Gemini 2.0 FlashPicture this: you start by converting every PDF page into images, then send them off for OCR, only to wrestle the raw text into workable…
Feb 13
11
Feb 13
11
In
Level Up Coding
by
Fareed Khan
Building a 2 Billion Parameter LLM from Scratch Using PythonIt starts making sense
Jan 15
20
Jan 15
20
In
Wren AI
by
Howard Chi
How Uber is Saving 140,000 Hours Each Month Using Text-to-SQL — And How You Can Harness the Same…Discover how Uber’s Text-to-SQL technology streamlines data queries and learn how to apply this efficiency to your operations.
Jan 3
12
Jan 3
12
Mastering LLM (Large Language Model)
11 Chunking Strategies for RAG — Simplified & VisualizedRetrieval-Augmented Generation (RAG) combines pre-trained language models with information retrieval systems to produce more accurate and…
Nov 2, 2024
Nov 2, 2024
In
Towards AI
by
Louis-François Bouchard
Advanced Vector Indexing Techniques for RAGIndexing Methods for Vector Retrieval
Nov 19, 2024
Nov 19, 2024
In
Artificial Intelligence in Plain English
by
Lam Hoang
How Chunk Sizes Affect Semantic Retrieval ResultsAn in-depth introduction to the concept of “chunking” and its relevance when working with Large Language Models (LLMs).
Mar 11, 2024
8
Mar 11, 2024
8
In
Cubed
by
Michael Wood
The Insanity of Relying on Vector Embeddings: Why RAG FailsIn RAG, the goal is to locate the stored information that has the highest percentage of sameness to the provided query. Vector similarity…
Nov 21, 2024
67
Nov 21, 2024
67
In
AI Advances
by
Lore Van Oudenhove
Why embedding matters when building a non-English RAG system — Multilingual embeddingsDiscover why multilingual embeddings are crucial for RAG systems, with a detailed comparison of English vs. multilingual models in Dutch.
Nov 11, 2024
3
Nov 11, 2024
3
In
TDS Archive
by
Dominik Polzer
17 (Advanced) RAG Techniques to Turn Your LLM App Prototype into a Production-Ready SolutionA collection of RAG techniques to help you develop your RAG app into something robust that will last
Jun 26, 2024
30
Jun 26, 2024
30
In
TDS Archive
by
Dominik Polzer
All You Need to Know about Vector Databases and How to Use Them to Augment Your LLM AppsA Step-by-Step Guide to Discover and Harness the Power of Vector Databases
Sep 17, 2023
13
Sep 17, 2023
13
In
AI Advances
by
Richardson Gunde
The PDF Extraction Revolution: Why PymuPDF4llm is Your New Best Friend (and LlamaParse is Crying)Hey there, data-loving friends! Ready for some serious AI magic? Picture this: you’re knee-deep in PDFs, trying to extract information for…
Oct 31, 2024
29
Oct 31, 2024
29
In
TDS Archive
by
Umair Ali Khan
Multimodal AI Search for Business ApplicationsEnabling businesses to extract real value from their data
Nov 1, 2024
5
Nov 1, 2024
5
In
Towards AI
by
Kenny Vaneetvelde
This Simple AI-powered Python Script will Completely Change How You WorkAs programmers, we often find ourselves in situations when we need to give our wrists a break. Be it long coding sessions or the urge for a…
Aug 13, 2024
10
Aug 13, 2024
10
Suman Das
Fine Tune Large Language Model (LLM) on a Custom Dataset with QLoRAThe field of natural language processing has been revolutionized by large language models (LLMs), which showcase advanced capabilities and…
Jan 25, 2024
21
Jan 25, 2024
21
In
Towards AI
by
Anoop Maurya
Highlighting and Annotating PDFs on UI Using Streamlit for Retrieval-Augmented Generation (RAG)Photo by Martín Castañeda on Unsplash
Oct 6, 2024
1
Oct 6, 2024
1
In
TDS Archive
by
Thuwarakesh Murallie
I Fine-Tuned the Tiny Llama 3.2 1B to Replace GPT-4oIs the fine-tuning effort worth more than few-shot prompting?
Oct 15, 2024
29
Oct 15, 2024
29
In
Level Up Coding
by
Gao Dalie (高達烈)
LangGraph + Adaptive Rag + LLama3 Python Project: Easy AI/Chat for your DocsIn this Story, I have a super quick tutorial for you showing how to create a fully local chatbot with LangGraph, Adaptive Rag and LLama3 to…
May 3, 2024
3
May 3, 2024
3
In
Towards AI
by
Florian June
Advanced RAG 02: Unveiling PDF ParsingIncluding key points, diagrams, and code
Feb 2, 2024
22
Feb 2, 2024
22
In
KX Systems
by
Ryan Siegler
High-Precision RAG for Table Heavy Documents… (Using LangChain, Unstructured.io, & KDB.AI)Why does RAG on table rich documents suck?
Aug 21, 2024
4
Aug 21, 2024
4
In
AI Advances
by
Prince Krampah
Extracting Meaning from Tables in Financial Statements With LLMs and Chatbots (Using Unstructured.ioHello guys, welcome back to another exciting project. Chatting with textual data using LLMs and chatbots has become easy and…
Aug 13, 2024
5
Aug 13, 2024
5