List: Rag | Curated by Ngoc Phan

Feb 8, 2025
20 stories
Rag
In
Level Up Coding
by
Cristian Leo
Don’t Do RAG: Cache is the futureCAG or RAG? Let’s explore Cached Augmented Generation, its math, and trade-offs. Let’s dig into its research paper to see what it excels…
Feb 4
384
3
Feb 4
384
3
In
Towards AI
by
Towards AI Editorial Team
#60: DeepSeek, CAG, and the Future of AI ReasoningHow DeepSeek-R1 is shaking up AI, why Cache-Augmented Generation (CAG) challenges RAG, and what’s next for AI agents.
Jan 30
14
Jan 30
14
In
Towards AI
by
Gao Dalie (高達烈)
Browser-use + LightRAG Agent That Can Scrape 99% websites with LLM!!In this story, I have a quick tutorial showing how to create a powerful chatbot using Browser-use, LightRAG, and a local LLM to develop an…
Nov 20, 2024
1.1K
9
Nov 20, 2024
1.1K
9
In
AI Advances
by
Kshitij Kutumbe
LangGraph: Building a Dynamic Order Management System : A Step-by-Step TutorialIn this extremely detailed tutorial, we’ll explore LangGraph — a powerful library for orchestrating complex, multi-step workflows with…
Jan 20
503
7
Jan 20
503
7
In
Binome
by
Craig Li, Ph.D
AI Agent Workflow Design Patterns — An OverviewIn our previous post, we introduced AI Agent Design Patterns. Now, we are in the process of implementing agent based on that design. At…
Dec 10, 2024
630
8
Dec 10, 2024
630
8
Zilliz
Elasticsearch Was Great, But Vector Databases Are the Future
Dec 3, 2024
4
Dec 3, 2024
4
Deval Shah
Reciprocal Rank Fusion (RRF) explained in 4 mins.Unlock the power of RRF in Retrieval-Augmented Generation
Jul 4, 2024
338
1
Jul 4, 2024
338
1
In
DataDrivenInvestor
by
Austin Starks
I used OpenAI’s o1 model to develop a trading strategy. It is DESTROYING the marketIt literally took one try. I was shocked.
Sep 15, 2024
9.1K
242
Sep 15, 2024
9.1K
242
In
Level Up Coding
by
Ida Silfverskiöld
Agentic AI: Build a Tech Research AgentUsing a custom data pipeline with millions of texts
Sep 6, 2024
1K
21
Sep 6, 2024
1K
21
In
Intuitively and Exhaustively Explained
by
Daniel Warfield
LangGraph — Intuitively and Exhaustively ExplainedBuilding powerful LLM agents within constraints
Sep 6, 2024
441
1
Sep 6, 2024
441
1
In
TDS Archive
by
Han HELOIR, Ph.D. ☕️
The Art of Chunking: Boosting AI Performance in RAG ArchitecturesThe Key to Effective AI-Driven Retrieval
Aug 18, 2024
1.6K
16
Aug 18, 2024
1.6K
16
In
NeuML
by
David Mezzetti
Introducing txtai, the all-in-one embeddings databaseAdd Natural Language Understanding to any application
Nov 24, 2024
600
4
Nov 24, 2024
600
4
Mastering LLM (Large Language Model)
How Agentic RAG solves problem with current RAG limitationsIn this volume 4 of coffee break concept, we will understand how AgenticRAG helps solve limitations of traditional RAG.
Aug 17, 2024
163
1
Aug 17, 2024
163
1
In
TDS Archive
by
Zoumana Keita
AI Agents — From Concepts to Practical Implementation in PythonThis will change the way you think about AI and its capabilities
Aug 12, 2024
1.6K
21
Aug 12, 2024
1.6K
21
In
TDS Archive
by
Mariya Mansurova
From Basics to Advanced: Exploring LangGraphBuilding single- and multi-agent workflows with human-in-the-loop interactions
Aug 15, 2024
1K
3
Aug 15, 2024
1K
3
Irina Adamchic
RAG on Graph DB using Fixed Entity Architecture: make you retrieval work for youApplications of Graph approaches in RAG — current state
Aug 24, 2024
421
5
Aug 24, 2024
421
5
The Tenyks Blogger
Multi-modal Image Search with Embeddings & Vector DBsUse embeddings with Vector DBs to perform multi-modal search on images.
Aug 28, 2023
187
1
Aug 28, 2023
187
1
Murtuza Kazmi
Using LLaMA 2.0, FAISS and LangChain for Question-Answering on Your Own DataOver the past few weeks, I have been playing around with several large language models (LLMs) and exploring their potential with all sorts…
Jul 24, 2023
1.4K
18
Jul 24, 2023
1.4K
18
In
TDS Archive
by
Daniel Warfield
Multimodal RAG — Intuitively and Exhaustively ExplainedModern RAG for modern models.
Jul 25, 2024
355
4
Jul 25, 2024
355
4
In
Towards AI
by
Mandar Karhade, MD. PhD.
RAG in Production: Chunking DecisionsPrototype to Production; All about chunking strategies and the decision process
Apr 6, 2024
909
13
Apr 6, 2024
909
13