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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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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
Comments
4 min read
ColBERT Late Interaction: Advancing RAG Beyond Dense Embeddings
aomiqaza profile

ColBERT Late Interaction: Advancing RAG Beyond Dense Embeddings

#aiengineering #rag
Comments
4 min read
Implementing Node.js Support Triage — Summarize PDF Pages with Embeddings
peterparker8991 profile

Implementing Node.js Support Triage — Summarize PDF Pages with Embeddings

#node #rag #embeddings
Comments
7 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
The Next RAG Problem Isn’t Retrieval — It’s Knowing When Not to Retrieve
hosseinhezami profile

The Next RAG Problem Isn’t Retrieval — It’s Knowing When Not to Retrieve

#rag #ai #agents #problem
5
Comments 2
13 min read
Swapping every model in a RAG
skucherenko profile

Swapping every model in a RAG

#ai #rag #llm #python
2
Comments 15
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
Comments
9 min read
Hybrid Retrieval v2: Qwen Embeddings, BM25, and RRF with a FastEmbed Reranker
futhgar profile

Hybrid Retrieval v2: Qwen Embeddings, BM25, and RRF with a FastEmbed Reranker

#rag #qdrant #hybridsearch #embeddings
Comments
10 min read
The Database I Deleted: Migrating an Agentic RAG App to AWS Serverless #2
dmitriy_trunov_9a09a497b1 profile

The Database I Deleted: Migrating an Agentic RAG App to AWS Serverless #2

#ai #aws #serverless #rag
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6 min read
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