DEV Community

#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.

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
Hybrid Search in 100 Lines: BM25 + pgvector with RRF Merge
gabrielanhaia profile

Hybrid Search in 100 Lines: BM25 + pgvector with RRF Merge

#rag #postgres #python #ai
Comments
6 min read
A Unified View of AI Evolution: From Machine Learning to LLMs, RAG, and Fine-Tuning
naimulkarim profile

A Unified View of AI Evolution: From Machine Learning to LLMs, RAG, and Fine-Tuning

#ai #llm #machinelearning #rag
Comments
5 min read
Beyond Vector Search: Building a Clause Forest (FoC) Architecture for Financial RAG
xiaojing_liu_85d65a8b99e4 profile

Beyond Vector Search: Building a Clause Forest (FoC) Architecture for Financial RAG

#algorithms #architecture #llm #rag
Comments
7 min read
🧠 Streaming LLM APIs Can Quietly Give Free Tokens
abhisolankii profile

🧠 Streaming LLM APIs Can Quietly Give Free Tokens

#ai #rag #tokenusage #multisourcerag
Comments
1 min read
How I caught a silent NaN bug in production RAG, by asking the system to debug itself
mindmnml profile

How I caught a silent NaN bug in production RAG, by asking the system to debug itself

#rag #postgres #typescript #machinelearning
Comments
6 min read
Measuring RAG vs. Fine-tuning ROI for Agent Knowledge
agentscodex profile

Measuring RAG vs. Fine-tuning ROI for Agent Knowledge

#rag #finetuning #llmcosts #enterpriseai
Comments
9 min read
Neo4j graph database for GraphRAG, install, Cypher, vectors, ops
rosgluk profile
Rost

Neo4j graph database for GraphRAG, install, Cypher, vectors, ops

#rag #docker #kubernetes #devops
Comments
6 min read
Building RAG & Knowledge Bases with seekdb: Three Paths, One Stack
_4f268336f6580845cdc475 profile

Building RAG & Knowledge Bases with seekdb: Three Paths, One Stack

#ai #database #opensource #rag
5
Comments
4 min read
Introduction to RAG
ramya_perumal profile

Introduction to RAG

#ai #beginners #machinelearning #rag
Comments
2 min read
Stop Wasting Days on RAG Setup: How uv + pyseekdb Cut Your Development Time by 90%
_4f268336f6580845cdc475 profile

Stop Wasting Days on RAG Setup: How uv + pyseekdb Cut Your Development Time by 90%

#rag #python #llm #vectordatabase
5
Comments
5 min read
The Ultimate Generative AI Roadmap (2026 Edition)
sameer_saleem profile

The Ultimate Generative AI Roadmap (2026 Edition)

#webdev #ai #rag #roadmap2026
1
Comments
2 min read
From 62% to 94% RAG Accuracy: The 5 Architecture Changes That Actually Moved the Needle
ailoitte_sk profile

From 62% to 94% RAG Accuracy: The 5 Architecture Changes That Actually Moved the Needle

#rag #llm #ai #machinelearning
1
Comments
8 min read
Your RAG Eval Set Is Probably Wrong. The Test That Catches It.
gabrielanhaia profile

Your RAG Eval Set Is Probably Wrong. The Test That Catches It.

#ai #rag #llm #observability
Comments
7 min read
Stop Caching the Whole LLM Response. Cache the Embedding.
gabrielanhaia profile

Stop Caching the Whole LLM Response. Cache the Embedding.

#ai #rag #llm #observability
Comments
8 min read
Hybrid Search Is the Phrase You'll Hear at Every RAG Talk in 2026
gabrielanhaia profile

Hybrid Search Is the Phrase You'll Hear at Every RAG Talk in 2026

#ai #rag #llm #database
Comments
7 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.