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.
Foundry IQ: Inside the Managed Knowledge Layer That Turns RAG Into an Agent Tool Call

Foundry IQ: Inside the Managed Knowledge Layer That Turns RAG Into an Agent Tool Call

Comments
20 min read
#building and deal intelligence agent with president memory

#building and deal intelligence agent with president memory

Comments
2 min read
Your Vector Search Knows “Bank” Is Related to “Bank.” It Doesn’t Know Which Bank You Mean.

Your Vector Search Knows “Bank” Is Related to “Bank.” It Doesn’t Know Which Bank You Mean.

Comments
4 min read
Atlas Bac — AI-powered study assistant for Algerian bac students (History & Geography)

Atlas Bac — AI-powered study assistant for Algerian bac students (History & Geography)

Comments
1 min read
Running AWS Strands Decider 2B Locally: A Complete Setup Guide for AI Routing & Multi-RAG Systems

Running AWS Strands Decider 2B Locally: A Complete Setup Guide for AI Routing & Multi-RAG Systems

Comments
4 min read
Building Better RAG

Building Better RAG

1
Comments 3
7 min read
Knowledge Graphs vs. LLMs: Why Law Can't Get Far Without a Knowledge Graph

Knowledge Graphs vs. LLMs: Why Law Can't Get Far Without a Knowledge Graph

5
Comments 1
4 min read
What’s the SQLite equivalent for full-text and vector search?

What’s the SQLite equivalent for full-text and vector search?

Comments
6 min read
My HTML-to-Markdown converter broke paragraphs on newlines — HTML whitespace rules aren't Markdown rules

My HTML-to-Markdown converter broke paragraphs on newlines — HTML whitespace rules aren't Markdown rules

Comments 1
2 min read
Implementing Node.js Retrieval for Internal Engineering Docs: Safe Delete Semantics

Implementing Node.js Retrieval for Internal Engineering Docs: Safe Delete Semantics

Comments 1
7 min read
Retrieval, tools, or fine-tuning: how to decide for a voice agent

Retrieval, tools, or fine-tuning: how to decide for a voice agent

Comments
1 min read
I Built a Context-Aware RAG Plant Assistant for Magento 2 — and Added AI Photo Analysis

I Built a Context-Aware RAG Plant Assistant for Magento 2 — and Added AI Photo Analysis

Comments 1
3 min read
Scraping for RAG: Keeping Your Retrieval Index Fresh (and Why Staleness Hallucinates)

Scraping for RAG: Keeping Your Retrieval Index Fresh (and Why Staleness Hallucinates)

6
Comments 1
7 min read
Your Company Does Not Need Another AI Chatbot. It Needs a Knowledge Layer.

Your Company Does Not Need Another AI Chatbot. It Needs a Knowledge Layer.

Comments
12 min read
How to Flag Stale RAG Documents Before Generation

How to Flag Stale RAG Documents Before Generation

Comments
5 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.