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.
Node.js Knowledge Retrieval — 3 Access Rules for Internal Storefront Runbooks

Node.js Knowledge Retrieval — 3 Access Rules for Internal Storefront Runbooks

Comments 2
7 min read
RAG and Beyond: LLM Wiki and Recursive Language Model (RLM)

RAG and Beyond: LLM Wiki and Recursive Language Model (RLM)

Comments
12 min read
Self-hosted LLM on Hostinger KVM2: under 10s responses, 2 CPU cores, no GPU. Here's how!

Self-hosted LLM on Hostinger KVM2: under 10s responses, 2 CPU cores, no GPU. Here's how!

Comments
1 min read
Building a Production RAG API in Go with pgvector and Gemini

Building a Production RAG API in Go with pgvector and Gemini

Comments
6 min read
RAG Application Using Python & HTML

RAG Application Using Python & HTML

Comments
11 min read
If persistence is not permission, where would you have drawn the line: cards only, or the entire turn?

If persistence is not permission, where would you have drawn the line: cards only, or the entire turn?

1
Comments
11 min read
Ragas: how to actually measure your RAG pipeline (faithfulness, context precision/recall, relevancy)

Ragas: how to actually measure your RAG pipeline (faithfulness, context precision/recall, relevancy)

Comments
8 min read
Q&A over internal documents: make the system say "not in the docs"

Q&A over internal documents: make the system say "not in the docs"

Comments
3 min read
Company Handbook RAG: How to Refresh Policies Without Fine-Tuning

Company Handbook RAG: How to Refresh Policies Without Fine-Tuning

Comments 1
8 min read
Claude's Context Window in Practice: Caching, Chunking, and Cost

Claude's Context Window in Practice: Caching, Chunking, and Cost

Comments
4 min read
Give your LLM live web search: query top results clean page Markdown (no search API key)

Give your LLM live web search: query top results clean page Markdown (no search API key)

1
Comments 1
3 min read
Node.js Retrieval for Private Knowledge Managers: Access Rules and Freshness

Node.js Retrieval for Private Knowledge Managers: Access Rules and Freshness

Comments
6 min read
"đź§Ş RAG Without CI Metrics Is Just a Chatbot"

"đź§Ş RAG Without CI Metrics Is Just a Chatbot"

Comments 2
2 min read
Why Do AI Models Hallucinate, and How Can We Reduce It?

Why Do AI Models Hallucinate, and How Can We Reduce It?

Comments
6 min read
Ganhos e limites do RAG com Amazon Bedrock e S3 Vectors

Ganhos e limites do RAG com Amazon Bedrock e S3 Vectors

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