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

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Context Caching: Is It the End of Retrieval-Augmented Generation (RAG)? 🤔

Context Caching: Is It the End of Retrieval-Augmented Generation (RAG)? 🤔

7
Comments
3 min read
Desplegando una Aplicación de Embeddings Serverless con AWS CDK, Lambda y Amazon Aurora PostgreSQL

Desplegando una Aplicación de Embeddings Serverless con AWS CDK, Lambda y Amazon Aurora PostgreSQL

5
Comments
6 min read
How OpenAI o1 works in a simple way and why it matters for RAG and Agentic 🤯

How OpenAI o1 works in a simple way and why it matters for RAG and Agentic 🤯

Comments
6 min read
Dockerize Local RAG with Models

Dockerize Local RAG with Models

12
Comments
3 min read
AI-Powered Bot using Vectorized knowledge Architecture

AI-Powered Bot using Vectorized knowledge Architecture

1
Comments
4 min read
Construyendo un Motor de Búsqueda Multimodal con Amazon Titan Embeddings, Aurora Serveless PostgreSQL y LangChain

Construyendo un Motor de Búsqueda Multimodal con Amazon Titan Embeddings, Aurora Serveless PostgreSQL y LangChain

2
Comments
4 min read
De Notebook a Serverless: Creando un Motor de Búsqueda Multimodal con Amazon Bedrock y PostgreSQL

De Notebook a Serverless: Creando un Motor de Búsqueda Multimodal con Amazon Bedrock y PostgreSQL

1
Comments
4 min read
Deploying Serverless Embedding App with AWS CDK, Lambda and Amazon Aurora PostgreSQL

Deploying Serverless Embedding App with AWS CDK, Lambda and Amazon Aurora PostgreSQL

2
Comments
6 min read
Building a Multimodal Search Engine with Amazon Titan Embeddings, Aurora Serveless PostgreSQL and LangChain

Building a Multimodal Search Engine with Amazon Titan Embeddings, Aurora Serveless PostgreSQL and LangChain

1
Comments
4 min read
RAG Simplified!! 🐣

RAG Simplified!! 🐣

71
Comments 30
6 min read
🤖100 Days of Generative AI - Understanding Retrieval-Augmented Generation (RAG) in Simple Terms - Day 7🤖

🤖100 Days of Generative AI - Understanding Retrieval-Augmented Generation (RAG) in Simple Terms - Day 7🤖

Comments
1 min read
How to Implement Prompt Engineering for Optimizing LLM Performance?

How to Implement Prompt Engineering for Optimizing LLM Performance?

2
Comments 1
6 min read
PGVector's Missing Features

PGVector's Missing Features

37
Comments 2
4 min read
Deploy Your LLM on AWS EC2

Deploy Your LLM on AWS EC2

74
Comments 5
5 min read
Build an Advanced RAG App: Query Routing

Build an Advanced RAG App: Query Routing

22
Comments 3
8 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.