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.

foxgem

Mar 8 '25

Code Explanation: "STORM: Synthesis of Topic Outlines through Retrieval and Multi-perspective Question Asking"

#ai #llm #rag #agents

6 min read

foxgem

Mar 8 '25

Overview: "STORM: Automating Wikipedia Article Creation with Large Language Models"

#ai #llm #rag #agents

4 min read

Mar 8 '25

Simple Knowledge Retrieval: A RAG Implementation and query using IBM Granite on Hugging Face

#rag #huggingface #granite #llm

7 min read

Feb 2 '25

Semantic Similarity for Personal Knowledge Management

#pkm #journaling #semanticsimilarity #rag

4 min read

Phil Nash for DataStax, an IBM company

Mar 6 '25

5 GenAI Things You Didn't Know About Astra DB

#genai #vectordatabase #rag

8 min read

foxgem

Mar 7 '25

Code Explanation: "Minions: Collaborative On-Device and Cloud LLMs"

#ai #llm #agents #rag

6 min read

Chloe Williams for Zilliz

Feb 24 '25

Build RAG Chatbot with LangChain, Milvus, Anthropic Claude 3 Opus, and OpenAI text-embedding-3-small

#tutorial #rag #vectordatabase #openai

8 min read

shubhanshu for Exemplar Dev

Mar 7 '25

Model Context Protocol (MCP): The USB-C for AI Applications

#mcp #ai #llm #rag

3 min read

angu10

Feb 1 '25

Understanding RAGAS: A Comprehensive Framework for RAG System Evaluation

#rag #ai #python #ragas

4 min read

foxgem

Mar 6 '25

Overview: "InfiniRetri: Enhancing LLMs for Infinite-Length Context via Attention-Based Retrieval"

#ai #llm #rag #agents

4 min read

Aman Pandey (मोदी का परिवार)

Jan 31 '25

A Practical Guide to RAG with DeepSeek R1 & Ollama

#rag #machinelearning #ai #deepseek

1 min read

David Mezzetti for NeuML

Mar 5 '25

OpenAI Compatible API

#ai #llm #rag #vectordatabase

10 min read

foxgem

Mar 5 '25

Code Explanation: "Repomix: Codebase Packaging for AI Consumption"

#ai #agents #llm #rag

5 min read

J Simpson

Jan 30 '25

Beginning a Series on RAG for Nordic APIs

#rag #api #machinelearning #llm

1 min read

Chloe Williams for Zilliz

Mar 5 '25

How to Build a RAG Chatbot with LangChain, Milvus, Together AI Mixtral 8x7B Instruct v0.1, and OpenAI text-embedding-3-large

#openai #rag #vectordatabase #ai

8 min read

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