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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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RAG Retrieval Can Look Relevant and Still Be Wrong
thequery_addy profile

RAG Retrieval Can Look Relevant and Still Be Wrong

#rag
Comments 1
2 min read
Advanced RAG
101_theory profile

Advanced RAG

#ai #agents #programming #rag
Comments
2 min read
TrustGraph 2.8: Async Infrastructure, Hybrid Retrieval, Structured Output, and a Plugin-Based Workbench
jackcolquitt profile

TrustGraph 2.8: Async Infrastructure, Hybrid Retrieval, Structured Output, and a Plugin-Based Workbench

#ai #graphrag #rag #opensource
Comments
4 min read
How I stopped an LLM from fabricating citations
danmat profile

How I stopped an LLM from fabricating citations

#ai #rag #cloudflare
Comments
5 min read
Vector Databases: The Foundation of Modern AI Applications
said_olano profile

Vector Databases: The Foundation of Modern AI Applications

#vectordatabases #ai #java #rag
Comments 2
13 min read
RAG with Spring Boot: Give Your AI a Private Contextual Memory
adnene_hamdouni_75694870a profile

RAG with Spring Boot: Give Your AI a Private Contextual Memory

#ai #java #rag #spring
Comments
4 min read
RAG with Spring Boot: Give Your AI a Private Contextual Memory
adnene_hamdouni_75694870a profile

RAG with Spring Boot: Give Your AI a Private Contextual Memory

#ai #java #rag #spring
Comments
4 min read
RAG avec Spring Boot : Donnez une mémoire contextuelle et privée à votre IA
adnene_hamdouni_75694870a profile

RAG avec Spring Boot : Donnez une mémoire contextuelle et privée à votre IA

#ai #java #rag #spring
Comments
5 min read
FHIR R4 for ML Engineers: What Actually Lives in a Patient Record
budiwidhiyanto profile

FHIR R4 for ML Engineers: What Actually Lives in a Patient Record

#fhir #healthcare #ai #rag
Comments
6 min read
How I Used Chroma as a Local Vector Store — And What You'd Swap It for in Production
pgmpofu profile

How I Used Chroma as a Local Vector Store — And What You'd Swap It for in Production

#ai #rag #python #vectordatabase
Comments
6 min read
RAG vs fine-tuning: which one your problem actually needs
pranjulrathour profile

RAG vs fine-tuning: which one your problem actually needs

#rag #finetuning #architecture #decisionguide
Comments
3 min read
Query rewriting for RAG: expansion, decomposition and HyDE, explained simply
pranjulrathour profile

Query rewriting for RAG: expansion, decomposition and HyDE, explained simply

#rag #retrieval #queryrewriting #hyde
Comments
3 min read
Seven ways RAG fails in production, and the fix for each
pranjulrathour profile

Seven ways RAG fails in production, and the fix for each

#rag #production #debugging #guide
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3 min read
How to evaluate a RAG system: recall, faithfulness and the questions that matter
pranjulrathour profile

How to evaluate a RAG system: recall, faithfulness and the questions that matter

#rag #evaluation #metrics #guide
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3 min read
A RAG project for your college: notes, syllabus and PYQs you can actually query
pranjulrathour profile

A RAG project for your college: notes, syllabus and PYQs you can actually query

#rag #studentproject #portfolio #college
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3 min read
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