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.
Data Indexing and Common Challenges

Data Indexing and Common Challenges

1
Comments
3 min read
Understanding CAG (Cache Augmented Generation): AI's Conversation Memory With APIpie.ai

Understanding CAG (Cache Augmented Generation): AI's Conversation Memory With APIpie.ai

1
Comments
8 min read
Build Your Own AI Chatbot: A Complete Guide to Local Deployment with ServBay, Python, and ChromaDB

Build Your Own AI Chatbot: A Complete Guide to Local Deployment with ServBay, Python, and ChromaDB

6
Comments
9 min read
Top 10 Open-Source RAG Frameworks you need!! 🧌

Top 10 Open-Source RAG Frameworks you need!! 🧌

123
Comments 33
12 min read
Real-Time JSON Parsing from Semantic Kernel Streams in .NET

Real-Time JSON Parsing from Semantic Kernel Streams in .NET

2
Comments
5 min read
SGLang: A Deep Dive into Efficient LLM Program Execution

SGLang: A Deep Dive into Efficient LLM Program Execution

5
Comments
3 min read
¿Quieres aprender sobre agentes en español? 🎥

¿Quieres aprender sobre agentes en español? 🎥

Comments 1
1 min read
RAG Vector Database - Use Cases & Tutorial

RAG Vector Database - Use Cases & Tutorial

1
Comments
4 min read
Benchmarking Code Reviews: Kody vs. Raw LLMs (GPT & Claude)

Benchmarking Code Reviews: Kody vs. Raw LLMs (GPT & Claude)

Comments
4 min read
Complete Guide to LangChainJS Documentation: Optimize LLM Usage with Ease

Complete Guide to LangChainJS Documentation: Optimize LLM Usage with Ease

3
Comments
2 min read
Comparing LLMs for optimizing cost and response quality

Comparing LLMs for optimizing cost and response quality

4
Comments 2
9 min read
Overview: "PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC"

Overview: "PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC"

Comments
3 min read
Building AI Agents: Semantic Integration of Structured and Unstructured Data using OpenAI Agent SDK

Building AI Agents: Semantic Integration of Structured and Unstructured Data using OpenAI Agent SDK

1
Comments
8 min read
Bringing Cognition and Learning to Enterprise AI

Bringing Cognition and Learning to Enterprise AI

Comments
5 min read
Tutorial: Build a RAG Chatbot with LangChain 🦜, Zilliz Cloud, Anthropic Claude 3 Opus, and Google Vertex AI text-embedding-004

Tutorial: Build a RAG Chatbot with LangChain 🦜, Zilliz Cloud, Anthropic Claude 3 Opus, and Google Vertex AI text-embedding-004

2
Comments
8 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.