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.
RAG Chatbot - MoviesGPT

RAG Chatbot - MoviesGPT

Comments
2 min read
How Retrieval Algorithms Shape Better LLM Responses?

How Retrieval Algorithms Shape Better LLM Responses?

2
Comments
3 min read
✨ A Small Update: RAG Pitfalls, Unexpected Endorsement, and That Feeling of Fighting Ghosts with FAISS

✨ A Small Update: RAG Pitfalls, Unexpected Endorsement, and That Feeling of Fighting Ghosts with FAISS

Comments
2 min read
🚀 Amazon S3 Adds Native Vector Search — A Game-Changer for GenAI Builders (Especially Students)

🚀 Amazon S3 Adds Native Vector Search — A Game-Changer for GenAI Builders (Especially Students)

1
Comments
4 min read
🔍 What is Retrieval-Augmented Generation (RAG)?

🔍 What is Retrieval-Augmented Generation (RAG)?

Comments
2 min read
Teach Your Free AI Chatbot with Reports & Web Data (RAG Basics)

Teach Your Free AI Chatbot with Reports & Web Data (RAG Basics)

9
Comments
10 min read
Accelerate Advanced RAG with Tensorlake

Accelerate Advanced RAG with Tensorlake

7
Comments 1
20 min read
🚀 RAG in Go: From Zero to Answers in One Evening

🚀 RAG in Go: From Zero to Answers in One Evening

1
Comments
1 min read
Let's build a Free Chatbot with Streamlit and Gemini AI (Step-by-Step for Beginners)

Let's build a Free Chatbot with Streamlit and Gemini AI (Step-by-Step for Beginners)

7
Comments
6 min read
🛡️ Paladin-mini: Open-Source Grounding Model That Actually Works in Production

🛡️ Paladin-mini: Open-Source Grounding Model That Actually Works in Production

Comments
5 min read
Probably Secure: A Look At The Security Concerns Of Deterministic Vs Probabilistic Systems

Probably Secure: A Look At The Security Concerns Of Deterministic Vs Probabilistic Systems

1
Comments
6 min read
🧠Can AI Learn to Care?

🧠Can AI Learn to Care?

14
Comments 15
4 min read
RAG with LLMs: The Complete Guide to Retrieval-Augmented Generation

RAG with LLMs: The Complete Guide to Retrieval-Augmented Generation

2
Comments
5 min read
Enhancing Domain-Specific Knowledge Graph Reasoning via Metapath-Based Large Model Prompt Learning

Enhancing Domain-Specific Knowledge Graph Reasoning via Metapath-Based Large Model Prompt Learning

Comments
1 min read
Use Cases for HNSW-SQLite Library

Use Cases for HNSW-SQLite Library

1
Comments
2 min read
Don’t Stop at RAG. AGENTIC RAG Actually Gets Things Done

Don’t Stop at RAG. AGENTIC RAG Actually Gets Things Done

5
Comments
2 min read
The What, Why and How of Retrieval Augmented Generation (RAG)

The What, Why and How of Retrieval Augmented Generation (RAG)

2
Comments
5 min read
I’m non-technical, tried to add RAG to my AI agent… and ended up building a tool that does that

I’m non-technical, tried to add RAG to my AI agent… and ended up building a tool that does that

Comments
2 min read
How We Turned Our Notion Playbook into a Slack Assistant with a Low-Code RAG Stack

How We Turned Our Notion Playbook into a Slack Assistant with a Low-Code RAG Stack

Comments
4 min read
Creating Synthetic Dialogues using RAG and Gemini

Creating Synthetic Dialogues using RAG and Gemini

Comments
6 min read
**"Stop Breaking Context: Smarter Text Chunking for Python NLP Projects"**

**"Stop Breaking Context: Smarter Text Chunking for Python NLP Projects"**

1
Comments
2 min read
Multi-model RAG with LangChain

Multi-model RAG with LangChain

15
Comments
10 min read
SuperOptiX Memory: A Practical Guide for Building Agents That Remember

SuperOptiX Memory: A Practical Guide for Building Agents That Remember

Comments
6 min read
RAG Reality Check: My Unfiltered Journey from Zero to Implementation (and What I Learned)

RAG Reality Check: My Unfiltered Journey from Zero to Implementation (and What I Learned)

Comments 1
6 min read
AI Startup- Catalyst Program

AI Startup- Catalyst Program

1
Comments
1 min read
loading...