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.
Bulk-Convert Digital PDFs to Text and Markdown for a RAG Index (and Catch the Scanned Ones)

Bulk-Convert Digital PDFs to Text and Markdown for a RAG Index (and Catch the Scanned Ones)

Comments
4 min read
Make YouTube Videos Searchable by What Was Said: Timestamped Transcripts to Jump Links (Python)

Make YouTube Videos Searchable by What Was Said: Timestamped Transcripts to Jump Links (Python)

Comments
3 min read
Tested a Per-Document Cap at Real Scale — and Found I Had No Ground Truth

Tested a Per-Document Cap at Real Scale — and Found I Had No Ground Truth

Comments
4 min read
How to Fence Multi-Tenant Help Center Retrieval: Python Privacy Controls

How to Fence Multi-Tenant Help Center Retrieval: Python Privacy Controls

Comments
6 min read
How a Coding Agent Finds Code: Grep Versus an Embedding Index

How a Coding Agent Finds Code: Grep Versus an Embedding Index

Comments 3
3 min read
Debugging Vector Collection Not Found Errors After Deploy (Per-Environment Naming Checks)

Debugging Vector Collection Not Found Errors After Deploy (Per-Environment Naming Checks)

Comments
6 min read
Ne poÄŤinjite s vektorskom bazom

Ne poÄŤinjite s vektorskom bazom

Comments
2 min read
Non partire dal database vettoriale

Non partire dal database vettoriale

Comments
2 min read
Germany Has No america.gov. So I Built an Unofficial One.

Germany Has No america.gov. So I Built an Unofficial One.

Comments
5 min read
A 200 Millisecond Retrieval Architecture Budget for Travel Itinerary Planning

A 200 Millisecond Retrieval Architecture Budget for Travel Itinerary Planning

Comments
6 min read
What Happens When an OAG System Goes Through a Real Enterprise Knowledge Workflow?

What Happens When an OAG System Goes Through a Real Enterprise Knowledge Workflow?

1
Comments
7 min read
Why Naive Text Extraction Destroys RAG on Multi-Column PDFs (and How to Fix Reading Order)

Why Naive Text Extraction Destroys RAG on Multi-Column PDFs (and How to Fix Reading Order)

Comments 4
5 min read
Google Developer Knowledge API: Stop Your AI Agent Hallucinating Docs

Google Developer Knowledge API: Stop Your AI Agent Hallucinating Docs

Comments
9 min read
Things I Wish I Knew Before Shipping My First RAG Pipeline

Things I Wish I Knew Before Shipping My First RAG Pipeline

Comments
12 min read
What is RAG, and why is it hard on CPUs?

What is RAG, and why is it hard on CPUs?

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