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.
how we built the most advanced ai product planner

how we built the most advanced ai product planner

10
Comments
3 min read
A New Era of Determinism

A New Era of Determinism

6
Comments
8 min read
Brave Search MCP Server Token Optimization

Brave Search MCP Server Token Optimization

1
Comments
4 min read
I built a RAG system where hallucinations aren't acceptable. Here's what actually worked.

I built a RAG system where hallucinations aren't acceptable. Here's what actually worked.

Comments
5 min read
RAG Recall vs Precision: A Practical Diagnostic Guide for Reliable Retrieval

RAG Recall vs Precision: A Practical Diagnostic Guide for Reliable Retrieval

6
Comments
3 min read
Multi-agent handoffs eats 40% of effort (here’s the boundary standard that gives it back)

Multi-agent handoffs eats 40% of effort (here’s the boundary standard that gives it back)

Comments
4 min read
Codebase Intelligence

Codebase Intelligence

Comments
1 min read
A Guide to building Advanced RAGs🏗️

A Guide to building Advanced RAGs🏗️

6
Comments
3 min read
Stopping Conditions That Actually Stop Multi-Agent Loops

Stopping Conditions That Actually Stop Multi-Agent Loops

1
Comments
5 min read
Benchmarking LLM Context Awareness Without Sending Raw PII

Benchmarking LLM Context Awareness Without Sending Raw PII

Comments
4 min read
Building a Serverless GenAI Chatbot using Amazon Bedrock & Amazon Kendra (Hands-on RAG Workshop)

Building a Serverless GenAI Chatbot using Amazon Bedrock & Amazon Kendra (Hands-on RAG Workshop)

Comments
2 min read
Building an Enterprise RAG System: Lessons from Production with Turkish Documents

Building an Enterprise RAG System: Lessons from Production with Turkish Documents

1
Comments
3 min read
Building an Autonomous Medical Pre-Authorization Agent with Python

Building an Autonomous Medical Pre-Authorization Agent with Python

Comments
4 min read
Building a RAG Powered Assistant with Spring AI and LM Studio

Building a RAG Powered Assistant with Spring AI and LM Studio

10
Comments 2
7 min read
The End of Database-Backed Workflow Engines: Building GraphRAG on Object Storage

The End of Database-Backed Workflow Engines: Building GraphRAG on Object Storage

132
Comments 1
5 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.