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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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AI Knowledge Base Without Stale Answers: A Practical Guide to Freshness, Permissions and Sources
yanivshenhav profile

AI Knowledge Base Without Stale Answers: A Practical Guide to Freshness, Permissions and Sources

#ai #rag #llm #security
Comments
7 min read
How to convert web pages and PDFs to clean Markdown for LLMs and RAG (2026)
cleandatalab profile

How to convert web pages and PDFs to clean Markdown for LLMs and RAG (2026)

#ai #python #rag #webscraping
1
Comments
7 min read
Stop Searching Your Documents Manually: Build Your Own AI Knowledge Base with n8n, Gemini, and Qdrant
glenallen profile

Stop Searching Your Documents Manually: Build Your Own AI Knowledge Base with n8n, Gemini, and Qdrant

#n8n #ai #rag
1
Comments
5 min read
How to Build a Production RAG System Step by Step (Python, pgvector, Hybrid Search, Reranking)
techsimplus_learnings profile

How to Build a Production RAG System Step by Step (Python, pgvector, Hybrid Search, Reranking)

#ai #rag #python #tutorial
Comments
3 min read
My URL-to-Markdown extractor returned a cookie banner as the article body — text density has no taste
imapphelp profile
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My URL-to-Markdown extractor returned a cookie banner as the article body — text density has no taste

#webscraping #htmlparsing #rag #ai
Comments
2 min read
A RAG consultant for an immigration law firm: what it answers and what it hands to the lawyer
shurinbergo_5451b6dad08f8 profile

A RAG consultant for an immigration law firm: what it answers and what it hands to the lawyer

#ai #rag #postgres #nextjs
Comments
3 min read
André Dias Moreira Prol: RAG conectando IA aos documentos da empresa
andr_diasmoreiraprol_b profile

André Dias Moreira Prol: RAG conectando IA aos documentos da empresa

#ai #rag #llm #enterprise
Comments
3 min read
André Dias Moreira Prol: Securely Connect AI to Your Company Docs with RAG
andr_diasmoreiraprol_b profile

André Dias Moreira Prol: Securely Connect AI to Your Company Docs with RAG

#ai #rag #llm #enterprise
Comments
3 min read
Meet rag-pipeline-utils: RAG for Node.js that tells you when your LLM is making things up
devildev profile

Meet rag-pipeline-utils: RAG for Node.js that tells you when your LLM is making things up

#node #ai #rag #javascript
Comments 6
4 min read
What Is RAG — And Why Every AI App That Touches Real Data Needs It
shamprakash2000 profile

What Is RAG — And Why Every AI App That Touches Real Data Needs It

#ai #java #rag #llm
Comments
8 min read
Going from top-5 to top-20 retrieval makes every RAG answer 2.7x more expensive
altrouter profile

Going from top-5 to top-20 retrieval makes every RAG answer 2.7x more expensive

#ai #llm #rag #beginners
1
Comments 3
4 min read
How to Evaluate RAG Retrieval in 2026: Question Sets, Metrics That Mislead, and a Practical Recipe
hussnainoffical profile

How to Evaluate RAG Retrieval in 2026: Question Sets, Metrics That Mislead, and a Practical Recipe

#rag #llm #machinelearning #python
Comments 2
20 min read
Testing Prompt-Injection Defenses in a Retrieval-Augmented Application
arthur_doss profile

Testing Prompt-Injection Defenses in a Retrieval-Augmented Application

#rag #security
1
Comments
7 min read
My Support-FAQ Bot Made Up 22 Answers It Didn't Know. Grounding It in n8n Dropped That to 0
crzy_undefinedundefined profile

My Support-FAQ Bot Made Up 22 Answers It Didn't Know. Grounding It in n8n Dropped That to 0

#ai #automation #llm #rag
Comments 1
6 min read
Is your AI agent worth its tokens? We measured it with TigerGraph
techtush profile

Is your AI agent worth its tokens? We measured it with TigerGraph

#ai #rag #graph #python
1
Comments
3 min read
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