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

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Open Source LLM Spring 2026: What Changed in 2 Months
__2ddbae6bb7d profile

Open Source LLM Spring 2026: What Changed in 2 Months

#ai #machinelearning #rag #llm
Comments
2 min read
I Got Tired of Debugging Haystack RAG Pipelines Blind, So I Built a Diagnostics Engine
rautaditya2606 profile

I Got Tired of Debugging Haystack RAG Pipelines Blind, So I Built a Diagnostics Engine

#rag #python #opensource #genai
1
Comments
3 min read
How to Enforce Role-Based Data Access in AI Applications with Oracle Deep Data Security
mark_nelson_oracle profile

How to Enforce Role-Based Data Access in AI Applications with Oracle Deep Data Security

#ai #database #rag #security
Comments
34 min read
Your RAG Agent Is Retrieving the Wrong Chunk: 5 Failure Modes We Fix in Production
rishabh_jain_7087a66dbf50 profile

Your RAG Agent Is Retrieving the Wrong Chunk: 5 Failure Modes We Fix in Production

#ai #rag #machinelearning #programming
Comments
4 min read
WearEdge Pro: An OPEA Manufacturing Five-Agent Suite for Frontline Operators
ryan_hsu_wearedge profile

WearEdge Pro: An OPEA Manufacturing Five-Agent Suite for Frontline Operators

#opea #manufacturing #rag #edgeai
Comments
2 min read
What Happens Inside an LLM During Inference: Tokens, KV Cache, and GPU Execution Explained
murali8k profile

What Happens Inside an LLM During Inference: Tokens, KV Cache, and GPU Execution Explained

#ai #python #machinelearning #rag
Comments
12 min read
Building a multi-agent document-search copilot — Part 1: muddy results, and one strategy per query
rdiegoss profile

Building a multi-agent document-search copilot — Part 1: muddy results, and one strategy per query

#ai #rag #architecture #bedrock
1
Comments 3
8 min read
Local LLM for Claude Code, AI Workflow Orchestration, and MLOps Deployment Patterns
soytuber profile
soy

Local LLM for Claude Code, AI Workflow Orchestration, and MLOps Deployment Patterns

#ai #rag #automation
Comments
3 min read
IBM RAG & Agentic AI Certificate: What I Can Build Now
forgeflows profile

IBM RAG & Agentic AI Certificate: What I Can Build Now

#rag #agenticai #aicertification #langchain
1
Comments
6 min read
I Built a Hybrid Search Engine From Scratch — Here's What I Learned (LLM Zoomcamp 2026, Module 2)
derrickryangiggs profile

I Built a Hybrid Search Engine From Scratch — Here's What I Learned (LLM Zoomcamp 2026, Module 2)

#rag #llm #vectordatabase #datatalksclub
Comments 1
4 min read
NoteMeld: A Self-hosted AI Knowledge Base and Wiki Workspace
hejie_he_abb0a64b2d5280cb profile

NoteMeld: A Self-hosted AI Knowledge Base and Wiki Workspace

#showdev #ai #productivity #rag
Comments
1 min read
MCP Is More Useful as Context Distribution Than as RPC
synthaicode_commander profile

MCP Is More Useful as Context Distribution Than as RPC

#ai #mcp #rag #llm
2
Comments 5
6 min read
My eval harness paid for itself on the first run: 0.57 0.96, two bugs no unit test could catch
delmalih profile

My eval harness paid for itself on the first run: 0.57 0.96, two bugs no unit test could catch

#ai #testing #rag #python
4
Comments 7
5 min read
Vector‑native RAG on Oracle: embeddings, HNSW/IVF, and hybrid search under database governance
mark_nelson_oracle profile

Vector‑native RAG on Oracle: embeddings, HNSW/IVF, and hybrid search under database governance

#ai #database #rag #sql
1
Comments
12 min read
From Problems to Patterns: Generative AI in .Net (C#)
codeshayk profile

From Problems to Patterns: Generative AI in .Net (C#)

#ai #generativeai #mcp #rag
Comments
3 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.