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.
User-Aligned Functions to Improve LLM-to-API Function-Calling Accuracy

User-Aligned Functions to Improve LLM-to-API Function-Calling Accuracy

Comments
11 min read
How Spring Boot and LangChain4J Enable Powerful Retrieval-Augmented Generation (RAG)

How Spring Boot and LangChain4J Enable Powerful Retrieval-Augmented Generation (RAG)

2
Comments
3 min read
Large Language Models (LLMs)

Large Language Models (LLMs)

Comments
1 min read
RAG Explained: Tackling the Big Problems in AI

RAG Explained: Tackling the Big Problems in AI

6
Comments 3
4 min read
Get Started with LangChain: A Step-by-Step Tutorial for Beginners

Get Started with LangChain: A Step-by-Step Tutorial for Beginners

5
Comments
4 min read
Function-based RAG: Extending LLMs Beyond Static Knowledge Bases

Function-based RAG: Extending LLMs Beyond Static Knowledge Bases

5
Comments
15 min read
RAPTOR: A Novel Tree-Based Retrieval System for Enhancing Language Models – Research Summary

RAPTOR: A Novel Tree-Based Retrieval System for Enhancing Language Models – Research Summary

1
Comments
2 min read
Understanding RAG and Long-Context LLMs: Insights from the SELF-ROUTE Hybrid Approach

Understanding RAG and Long-Context LLMs: Insights from the SELF-ROUTE Hybrid Approach

Comments
3 min read
Bolt.new with any LLM, you need to use it

Bolt.new with any LLM, you need to use it

16
Comments 1
2 min read
Building RAG-Powered Applications with LangChain, Pinecone, and OpenAI

Building RAG-Powered Applications with LangChain, Pinecone, and OpenAI

10
Comments 3
7 min read
What is Chunk Size and Chunk Overlap

What is Chunk Size and Chunk Overlap

12
Comments
3 min read
Rethinking How We Train Customer-Facing AI Agents

Rethinking How We Train Customer-Facing AI Agents

26
Comments
1 min read
Extended RaBitQ: an Optimized Scalar Quantization Method

Extended RaBitQ: an Optimized Scalar Quantization Method

3
Comments
7 min read
Introducing Composio Tools| Agentic LLMs API Gateway

Introducing Composio Tools| Agentic LLMs API Gateway

2
Comments
3 min read
The Ghost of AI Past, Present, and Future

The Ghost of AI Past, Present, and Future

1
Comments
9 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.