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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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Rebuilding the Cerebras Knowledge Base: the naive vector baseline
faridgnank02 profile

Rebuilding the Cerebras Knowledge Base: the naive vector baseline

#rag #vectordatabase #postgres #ai
Comments
5 min read
Quando o RAG erra, quase nunca é o LLM: 4 falhas de recuperação e como logar cada uma
wildrik profile

Quando o RAG erra, quase nunca é o LLM: 4 falhas de recuperação e como logar cada uma

#rag #ai #python #braziliandevs
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3 min read
Retrieval Is Not Memory
chillpill_ak profile

Retrieval Is Not Memory

#ai #rag #llm #architecture
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1 min read
Why Your LLM Costs Are Exploding (And the 6 Fixes Every Developer Misses)
nkumar profile

Why Your LLM Costs Are Exploding (And the 6 Fixes Every Developer Misses)

#ai #architecture #agents #rag
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4 min read
ColBERT Late Interaction: Advancing RAG Beyond Dense Embeddings
aomiqaza profile

ColBERT Late Interaction: Advancing RAG Beyond Dense Embeddings

#aiengineering #rag
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4 min read
Knowledge Poisoning in RAG: Attacking AI Through Its Knowledge Base
rijultp profile

Knowledge Poisoning in RAG: Attacking AI Through Its Knowledge Base

#ai #llm #rag #security
28
Comments 2
4 min read
Whole notes, not fragments: the retrieval half
tom_jones_230c4659491adcd profile

Whole notes, not fragments: the retrieval half

#ai #memory #rag #devtools
2
Comments
7 min read
Does RAG Need Better Retrieval — or Better Relationships?
valerykot profile

Does RAG Need Better Retrieval — or Better Relationships?

#llm #ai #rag #machinelearning
1
Comments
8 min read
Your RAG pipeline is bad at docs because your chunker splits code fences
optirefine profile

Your RAG pipeline is bad at docs because your chunker splits code fences

#ai #rag #llm #webdev
2
Comments 1
8 min read
My RAG system's refusal threshold was having no effect. I only found out because I measured it.
apkhajuria_ profile

My RAG system's refusal threshold was having no effect. I only found out because I measured it.

#java #ai #rag #testing
6
Comments 1
6 min read
We Almost Deployed a Temporal Knowledge Graph. The Eval Said No.
futhgar profile

We Almost Deployed a Temporal Knowledge Graph. The Eval Said No.

#aiagents #knowledgegraph #evaluation #rag
Comments
7 min read
RAG Evaluation 2026: The Four Core Metrics and How to Read Them Diagnostically
saaro_net profile

RAG Evaluation 2026: The Four Core Metrics and How to Read Them Diagnostically

#rag #ai #evaluation #metrics
1
Comments
4 min read
Swapping every model in a RAG
skucherenko profile

Swapping every model in a RAG

#ai #rag #llm #python
2
Comments 16
9 min read
Building a Multi-Agent AI Pipeline That Ships: LangGraph, RAG, and Evals That Matter
manasviboineypally profile

Building a Multi-Agent AI Pipeline That Ships: LangGraph, RAG, and Evals That Matter

#ai #python #langchain #rag
1
Comments
6 min read
I Benchmarked My Homelab Memory Stack: Hybrid Search + Local Reranker Took LoCoMo from 63% to 80%
futhgar profile

I Benchmarked My Homelab Memory Stack: Hybrid Search + Local Reranker Took LoCoMo from 63% to 80%

#aiagents #rag #hybridsearch #reranker
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9 min read
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