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.
HTML vs Markdown for LLMs: Why Clean Structure Beats Raw Pages

HTML vs Markdown for LLMs: Why Clean Structure Beats Raw Pages

Comments
4 min read
Your LLM Pipeline Is Choking on Raw HTML. Here's the Fix.

Your LLM Pipeline Is Choking on Raw HTML. Here's the Fix.

Comments
3 min read
Building a GraphRAG vs Traditional RAG Benchmarking System on Indian Public Health Literature

Building a GraphRAG vs Traditional RAG Benchmarking System on Indian Public Health Literature

Comments
7 min read
Why My RAG App Kept Hallucinating (and How I Fixed It)

Why My RAG App Kept Hallucinating (and How I Fixed It)

7
Comments 1
3 min read
Hindsight Turned Repeat Commenters Into Recognizable People

Hindsight Turned Repeat Commenters Into Recognizable People

Comments
7 min read
wiki42: compile a markdown wiki into RAG-ready chunks

wiki42: compile a markdown wiki into RAG-ready chunks

Comments
1 min read
The Insight-Free Property of Vendor RAGs — A Feature, Not a Bug

The Insight-Free Property of Vendor RAGs — A Feature, Not a Bug

Comments
6 min read
Why Snowflake's Bet on Streamlit Just Works — And Where Solo Builders Still Win

Why Snowflake's Bet on Streamlit Just Works — And Where Solo Builders Still Win

Comments
9 min read
RAG (Retrieval-Augmented Generation) Explained for Beginners: Build AI Applications Using Your Own Data

RAG (Retrieval-Augmented Generation) Explained for Beginners: Build AI Applications Using Your Own Data

3
Comments 1
4 min read
Local RAG: Chat With Your Documents (Open Source, Private)

Local RAG: Chat With Your Documents (Open Source, Private)

Comments
5 min read
First Post - Sharing what I built today.

First Post - Sharing what I built today.

Comments
1 min read
Why Your Reranker Isn't Helping Your RAG Pipeline (And How to Prove It)

Why Your Reranker Isn't Helping Your RAG Pipeline (And How to Prove It)

1
Comments 4
4 min read
I built a C# Knowledge Layer to solve the AI Agent Memory Crisis

I built a C# Knowledge Layer to solve the AI Agent Memory Crisis

Comments
4 min read
Why your AI agent can't tell when two sources are lying to each other — and what I built to fix it

Why your AI agent can't tell when two sources are lying to each other — and what I built to fix it

Comments 1
4 min read
why a simple string match beat apple's nlembedding for local rag

why a simple string match beat apple's nlembedding for local rag

1
Comments 2
13 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.