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.
Retrieval-Augmented Self-Recall — Part 5: The Gap Threshold That Didn't Transfer
gde03 profile

Retrieval-Augmented Self-Recall — Part 5: The Gap Threshold That Didn't Transfer

#ai #rag #machinelearning #programming
1
Comments
4 min read
Your RAG System Is Lying To You About That Table
saksheessawant profile

Your RAG System Is Lying To You About That Table

#discuss #ai #rag #llm
13
Comments 2
4 min read
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.
elvisyao007 profile

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
Comments
4 min read
RAG should never be your default
chou_500 profile
Chou

RAG should never be your default

#rag #llm #ai
Comments
3 min read
Building a Grounded RAG Assistant: Why Citation Enforcement Matters More Than Retrieval
naeem_rashidi_cd35cf30315 profile

Building a Grounded RAG Assistant: Why Citation Enforcement Matters More Than Retrieval

#ai #rag #llm #webdev
Comments 2
1 min read
AI Agents Level Up Workflows: Terraform MCP, WebMCP, Pinecone Integrations
soytuber profile
soy

AI Agents Level Up Workflows: Terraform MCP, WebMCP, Pinecone Integrations

#ai #rag #automation
Comments
4 min read
The Source-of-Truth Problem Every Enterprise AI Team Faces
karan2598 profile

The Source-of-Truth Problem Every Enterprise AI Team Faces

#ai #llm #rag #brainpackai
1
Comments
3 min read
RAG is for finding. Full context is for deciding.
evgenii-slepinin profile

RAG is for finding. Full context is for deciding.

#ai #rag #python #machinelearning
4
Comments
4 min read
Why my first RAG layer starts in Postgres, not in a standalone vector database
rkrisa profile

Why my first RAG layer starts in Postgres, not in a standalone vector database

#ai #rag #postgres #architecture
Comments
3 min read
Moonshot AI's Kimi K3 Is Here: A 2.8 Trillion Parameter Open MoE Model That Pushes Long-Context AI Forward
sraurora profile

Moonshot AI's Kimi K3 Is Here: A 2.8 Trillion Parameter Open MoE Model That Pushes Long-Context AI Forward

#ai #genai #rag #llm
1
Comments
3 min read
Beyond Chatbots: Wrapping My RAG Agent in an MCP Server
sri_d_6dfd4d31319a6389eaa profile

Beyond Chatbots: Wrapping My RAG Agent in an MCP Server

#agents #ai #mcp #rag
1
Comments 5
2 min read
Agent RAG in Solon: Make Retrieval a Tool, Not a One-Shot Pre-Step
solonjava profile

Agent RAG in Solon: Make Retrieval a Tool, Not a One-Shot Pre-Step

#agents #ai #llm #rag
Comments 5
5 min read
I built a "boring" RAG demo over World Cup data — SQLite, sqlite-vec, and no framework
gandhipk profile

I built a "boring" RAG demo over World Cup data — SQLite, sqlite-vec, and no framework

#rag #ai #sqlite #llm
Comments
4 min read
Token Cost Optimization: How to Cut LLM Inference Spend Without Cutting Quality
nolanvale profile

Token Cost Optimization: How to Cut LLM Inference Spend Without Cutting Quality

#ai #llm #performance #rag
1
Comments
5 min read
Your RAG Stack Is Solving the 2023 Problem
kseniase profile

Your RAG Stack Is Solving the 2023 Problem

#ai #rag #llm #architecture
8
Comments 1
7 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.