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.
The ultimate guide to Retrieval-Augmented Generation (RAG)
codemaker2015 profile

The ultimate guide to Retrieval-Augmented Generation (RAG)

#python #rag #genai #beginners
46
Comments
16 min read
First step and troubleshooting Docling — RAG with LlamaIndex on my CPU laptop
aairom profile

First step and troubleshooting Docling — RAG with LlamaIndex on my CPU laptop

#rag #llamaindex #llm #docling
Comments
5 min read
How to Create Your Own RAG with Free LLM Models and a Knowledge Base
alexander_uspenskiy_the_great profile

How to Create Your Own RAG with Free LLM Models and a Knowledge Base

#python #ai #rag #vectordatabase
15
Comments
7 min read
Customize ChatGPT for Your Codebase : OpenAI
mrrishimeena profile

Customize ChatGPT for Your Codebase : OpenAI

#openai #rag #llm #chatgpt
4
Comments 2
10 min read
User-Aligned Functions to Improve LLM-to-API Function-Calling Accuracy
patrick_chan_0922a197d89d profile

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

#api #rag #ai #genai
Comments
11 min read
How Spring Boot and LangChain4J Enable Powerful Retrieval-Augmented Generation (RAG)
jonilss profile

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

#springboot #langchain #rag #openai
2
Comments
3 min read
RAG Explained: Tackling the Big Problems in AI
ehsanahmadzadeh profile

RAG Explained: Tackling the Big Problems in AI

#architecture #rag #generativeai #retrievalaugmentedgeneration
6
Comments 4
4 min read
Get Started with LangChain: A Step-by-Step Tutorial for Beginners
busycaesar profile

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

#langchain #openai #rag #beginners
5
Comments
4 min read
Function-based RAG: Extending LLMs Beyond Static Knowledge Bases
patrick_chan_0922a197d89d profile

Function-based RAG: Extending LLMs Beyond Static Knowledge Bases

#rag #ai #openai #genai
5
Comments
15 min read
RAPTOR: A Novel Tree-Based Retrieval System for Enhancing Language Models – Research Summary
m_sea_bass profile

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

#llm #rag #embedding #algorithms
1
Comments
2 min read
Understanding RAG and Long-Context LLMs: Insights from the SELF-ROUTE Hybrid Approach
m_sea_bass profile

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

#rag #longcontext #llm
Comments
3 min read
Bolt.new with any LLM, you need to use it
gabrielvanderlei profile

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

#webdev #llm #rag
17
Comments 1
2 min read
Building RAG-Powered Applications with LangChain, Pinecone, and OpenAI
aijeyomah profile

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

#llm #rag #python #langchain
8
Comments 3
7 min read
What is Chunk Size and Chunk Overlap
tak089 profile

What is Chunk Size and Chunk Overlap

#programming #ai #langchain #rag
13
Comments 1
3 min read
Rethinking How We Train Customer-Facing AI Agents
kichanyurd profile

Rethinking How We Train Customer-Facing AI Agents

#langchain #rag #llm #chatgpt
26
Comments
1 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.