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# rag

Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

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Cover image for Secrets Sprawl and AI: Why Your Non-Human Identities Need Attention Before You Deploy That LLM

Dwayne McDaniel for GitGuardian

May 6 '25

Secrets Sprawl and AI: Why Your Non-Human Identities Need Attention Before You Deploy That LLM

#llm #rag #ai #security

6 min read

Cover image for Enhancing RAG Precision Using Bedrock Metadata

Jun 14 '25

Enhancing RAG Precision Using Bedrock Metadata

#rag #aws #ai #programming

2 min read

Cover image for Growing the Tree: Multi-Agent LLMs Meet RAG, Vector Search, and Goal-Oriented Thinking - Part 2

Hello Insurance

May 4 '25

Growing the Tree: Multi-Agent LLMs Meet RAG, Vector Search, and Goal-Oriented Thinking - Part 2

#vectordatabase #rag #llm #agenticai

10 min read

Cover image for Building a CLI for Multi-Agent Tree-of-Thought: From Idea to Execution - Part 1

Hello Insurance

May 4 '25

Building a CLI for Multi-Agent Tree-of-Thought: From Idea to Execution - Part 1

#llm #rag #agenticai #ai

5 min read

Cover image for LimeLight-An Autonomous Assistant for Enterprise Community Platforms Using RAG, LangChain, and LLaMA 3

Vaishnavi Unnikrishnan

May 3 '25

LimeLight-An Autonomous Assistant for Enterprise Community Platforms Using RAG, LangChain, and LLaMA 3

#rag #chromadb #langchain #fastapi

3 min read

yang yaru

Jun 6 '25

Retrieval Technique Series-4.How Search Engines Generate Indexes for Trillions of Websites?

#database #rag

5 min read

Jun 5 '25

Beyond Borders: Seamless Document Translation with Docling and Granite

#docling #llm #rag #ollama

5 min read

Jinho Seo

May 6 '25

NVIDIA Agentic AI 전략

#nvidia #agenticai #rag #ces2025

1 min read

Harsha Mathan for AWS Community Builders

Jun 4 '25

Getting Started with Amazon Q and RAG: Build an AI Assistant Using Just S3 Files!

#aws #rag #amazonq

4 min read

Cover image for How AI Understands Your Documents: The Secret Sauce of RAG

marios turyasingura

May 1 '25

How AI Understands Your Documents: The Secret Sauce of RAG

#ai #rag #langchain #beginners

2 min read

Cover image for LangGraph + Graphiti + Long Term Memory = Powerful Agentic Memory

Gao Dalie (Ilyass)

Jun 3 '25

LangGraph + Graphiti + Long Term Memory = Powerful Agentic Memory

#datascience #programming #rag #machinelearning

11 min read

Cover image for Generative Engine Optimization (GEO): The New Frontier Beyond SEO

Jun 2 '25

Generative Engine Optimization (GEO): The New Frontier Beyond SEO

#llm #rag #chatgpt

3 min read

Cover image for VectorRAG is naive, lacks domain awareness, and can’t handle full dataset retrieval

Dan Shalev for FalkorDB

Apr 29 '25

VectorRAG is naive, lacks domain awareness, and can’t handle full dataset retrieval

#vectordatabase #rag #ai

1 min read

Cover image for Retrieval Metrics Demystified: From BM25 Baselines to EM@5 & Answer F1

Shamsuddin Ahmed

Apr 29 '25

Retrieval Metrics Demystified: From BM25 Baselines to EM@5 & Answer F1

#ragevaluation #rag #evaluation #bm25

4 min read

Practical Developer for The Practical Developer

Jun 18 '25

Tools to Detect & Reduce Hallucinations in a LangChain RAG Pipeline in Production

#ai #langchain #rag

6 min read

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