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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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Ilias Miftakhov

Jun 14

A Cognitive Benchmark for Code-RAG Retrieval: Part 2 — Why Model Rankings Depend on the Pipeline

#rag #ai #java #machinelearning

15 min read

Dmytro Klymentiev

Jun 14

The most underrated feature in a website AI assistant: saying "I don't know"

#ai #webdev #llm #rag

2 min read

Adrian

Jun 14

Portfolio de IA open source: 20+ proyectos con LLMs self-hosted en producción

#iaopensource #llmselfhosted #rag #fastapi

3 min read

Jun 14

Book Library: A Local RAG That Answers From My Own PDFs

#rag #python #localllm #gpu

5 min read

Gaurav Kumar Singh

Jun 14

Build a Local RAG AI App with Ollama, Mistral, and Node.js

#ai #node #javascript #rag

7 min read

Jun 14

Your AI Agent's Memory Has No Expiry Date: I Scored Freshness on a Real Corpus

#ai #llm #rag #python

14 min read

Devanshu Biswas

Jun 14

I Built 'Chat With Your Docs' From Scratch — Supabase + pgvector + a Free Local Embedder

#ai #rag #supabase #beginners

2 min read

soy

Jun 14

Optimizing RAG Pipelines, Migrating AI Agents, and LLM-Powered Troubleshooting

#ai #rag #automation

3 min read

Jun 14

Two Pre-Registered Benchmarks for Audit-Native RAG: RAB (EU AI Act 10/12/19) + LRB (Time-Travel Retrieval)

#rag #llm #aiact #audit

3 min read

Michael Miscanuk

Jun 14

Most RAG Problems Are Retrieval Problems. Here Are 8 Fixes That Worked for Me

#ai #llm #machinelearning #rag

4 min read

Jun 14

Building Modular AI Agent Features with Pydantic AI Capabilities

#ai #pydanticai #graphrag #rag

2 min read

Jun 14

A Chinese 8B model beat the Western 8B models at Japanese RAG. I still wouldn't put it in the default deployment — and that distinction is the point.

#llm #rag #machinelearning #japan

4 min read

Chou

Jun 14

RAG should never be your default

#rag #llm #ai

3 min read

Maria jose Gonzalez Antelo

Jun 14

Define the state of our agent

#agents #ai #career #rag

6 min read

Jun 13

Query Rewriting Before Retrieval: The Cheap Recall Win Most Skip

#rag #ai #llm #howto

7 min read

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