Skip to content

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.

👋 Sign in for the ability to sort posts by relevant, latest, or top.

Devanshu Biswas

Jun 24

RAG Explained: Give an LLM Your Own Knowledge

#ai #rag #llm #beginners

1 min read

Fernando Azevedo

Jun 23

Bedrock Managed Knowledge Base: Anatomy of a Managed RAG Pipeline

#aiagents #bedrock #rag #knowledgebase

10 min read

Jun 23

How to Use Deep Agents with Azure Cosmos DB – Plan, act, and verify against operational data

#agents #python #langchain #rag

10 min read

Fernando Azevedo

Jun 23

Contract Intelligence on AWS: Field-Notes Architecture

#aiagents #bedrock #rag #contracts

10 min read

Hiroki Kameyama

Jun 27

Building a RAG System from Scratch with pgvector and Gemini — Implementation

#rag #llm #python #pgvector

5 min read

7090 yue

Jun 23

Building a Free AI PDF Assistant: How I Solved Parsing Issues and Minimized LLM Costs

#showdev #ai #llm #rag

3 min read

Santanu Mohanta

Jun 23

Adding streaming to my RAG pipeline — three SDKs, three different APIs

#rag #python #ai #fastapi

5 min read

Orvi Das

Jun 23

From Code to Governance: The Complete Guide to LLM Token Optimization

#ai #rag #llm

8 min read

KAILAS VS

Jun 23

When AI Is Confidently Wrong, Who's Responsible?

#ai #rag #machinelearning #security

3 min read

mofuteq

Jun 23

Stop Sending the Raw User Prompt Straight to Your Retriever

#rag #llm #ai #machinelearning

2 min read

Jun 22

How to Evolve a Linear LangChain RAG Pipeline into a Stateful, Multi-Agent Consensus Architecture

#ai #rag #architecture

1 min read

Devanshu Biswas

Jun 22

HyDE: Search With a Hypothetical Answer, Not the Question

#ai #rag #llm #beginners

1 min read

Jul 5

Stateless LLMs Are a Problem for EdTech — Here's How I Fixed It With a Graph-Vector Memory Layer

#showdev #ai #llm #rag

2 min read

John

Jun 22

How to make an AI research agent label facts vs inferences — a deterministic provenance pipeline

#ai #llm #rag

4 min read

Divyesh

Jul 5

Your AI Forgets Everything. Here's How Cognee Fixes It.

#cognee #ai #opensource #rag

3 min read

👋 Sign in for the ability to sort posts by relevant, latest, or top.