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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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Is It Still RAG If There's No Retrieval?
jagostoni profile

Is It Still RAG If There's No Retrieval?

#ai #rag #career #development
Comments 5
8 min read
What 113 eval questions taught me building a fully local RAG
sekharendu_dey profile

What 113 eval questions taught me building a fully local RAG

#ai #rag #typescript #llm
Comments 1
9 min read
Retrieval Latency Budgets in RAG Pipelines: Vector Search, Reranking, and the Timeout Cascade Problem
neeraj_singhi_golang profile

Retrieval Latency Budgets in RAG Pipelines: Vector Search, Reranking, and the Timeout Cascade Problem

#architecture #performance #rag #systemdesign
Comments
6 min read
Day 14: RAG Evaluation and Hallucination Guardrails
suresh_kumar_de3920bedd1c profile

Day 14: RAG Evaluation and Hallucination Guardrails

#ai #rag #30dayaiseries
Comments
3 min read
Evaluating RAG — retrieval + generation metrics that matter
aiunplugged profile

Evaluating RAG — retrieval + generation metrics that matter

#llm #rag #testing #analytics
2
Comments 2
8 min read
How I Built a RAG Search Engine for 10,000 Documents — and Why I Eventually Dropped Answer Generation
davvikq profile

How I Built a RAG Search Engine for 10,000 Documents — and Why I Eventually Dropped Answer Generation

#ai #llm #rag #search
1
Comments
10 min read
RAG evaluation metrics explained
abdesslem_amri_98f400c75b profile

RAG evaluation metrics explained

#ai #llm #rag
Comments 1
5 min read
Day 07/90:Taking RAG from Notebook to Production — Challenges and Research-Backed Solutions
rimsha_kanwal profile

Day 07/90:Taking RAG from Notebook to Production — Challenges and Research-Backed Solutions

#ai #rag #llm #machinelearning
2
Comments
3 min read
Scope chat agents with citations and multi-pass search
conorbronsdon profile

Scope chat agents with citations and multi-pass search

#ai #agents #rag #programming
Comments 3
5 min read
How to Convert PDFs to Markdown for RAG and Chatbots (and When Not To)
appierun_66 profile

How to Convert PDFs to Markdown for RAG and Chatbots (and When Not To)

#ai #rag #markdown #python
Comments 2
7 min read
How I Debugged a KV-Cache Offloading Bug in vLLM
debasish87 profile

How I Debugged a KV-Cache Offloading Bug in vLLM

#ai #rag #kubernetes #llm
1
Comments 2
2 min read
Day 13: Retrieval-Augmented Generation (RAG) — Chatting with Proprietary Documents
suresh_kumar_de3920bedd1c profile

Day 13: Retrieval-Augmented Generation (RAG) — Chatting with Proprietary Documents

#ai #rag #30dayaiseries
Comments
3 min read
A Field Guide to RAG Failure Modes: Garbled Scans, Duplicate Chunks, and Leaky Indexes
uglypeardata profile

A Field Guide to RAG Failure Modes: Garbled Scans, Duplicate Chunks, and Leaky Indexes

#ai #llm #machinelearning #rag
1
Comments 2
6 min read
Chunking: Getting the First Cut Right
sekharendu_dey profile

Chunking: Getting the First Cut Right

#ai #llm #typescript #rag
1
Comments
7 min read
Two Identical Chunks Are Not Always Duplicates
swapnanilsaha profile

Two Identical Chunks Are Not Always Duplicates

#search #python #algorithms #rag
Comments 3
26 min read
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