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.

Oluwaseun Robert

Aug 10 '25

Introduction to AI Agents: Building Your First Chatbot with Flowise and LangChain

#ai #rag #langchain #chatgpt

8 min read

Jul 7 '25

Knowledge Base: The Next Frontier in AI Evaluation and Observability

#ai #llm #rag #machinelearning

3 min read

Austin Cunningham

Jul 10 '25

Build a Local AI RAG App with Ollama and Python

#python #ai #rag #ollama

3 min read

Jul 5 '25

Refactoring RAG PDFBot: Modular Design with LangChain, Streamlit and ChromaDB

#llm #rag #langchain #chromadb

4 min read

Aug 7 '25

What Is RAG and How to Implement It ?

#ai #llm #rag #tutorial

7 min read

Aug 22 '25

Build a RAG application with LangChain and Local LLMs powered by Ollama

#python #langchain #rag #ai

8 min read

Aug 6 '25

Unlock LLM Potential

#rag #mcp #ai #beginners

3 min read

Aug 6 '25

🔥 Build a RAG Chatbot That Talks to Your Documents Using Python (Gemma + Qdrant + Docling)

#programming #ai #rag #beginners

1 min read

Jul 31 '25

My Local/Remote LLM Studio — watsonx.ai and Ollama (part 1)

#watsonx #llm #rag #milvus

18 min read

marcosomma

Aug 7 '25

🧠Building neuro-symbolic AI Alone... Help is welcome

#ai #opensource #machinelearning #rag

3 min read

Ertugrul

Aug 4 '25

🧠 Building a Local PDF Summarizer with LLMs — In Under 24 Hours

#llm #rag #python #streamlit

3 min read

Manik Aggarwal for CORE

Aug 4 '25

Can you take your AI's memory with you? 🚫

#rag #llm #chatgpt #memory

1 min read

Dave MacLeod for SurrealDB

Aug 4 '25

Beyond basic RAG: Building a multi-cycle reasoning engine on SurrealDB

#vectordatabase #surrealdb #python #rag

14 min read

Aug 4 '25

SuperOptiX: A Deep Technical Dive into the Next-Generation AI Agent Framework

#ai #mcp #rag

10 min read

Jul 1 '25

Auto Mission – An AI-Powered HR Assistant Built with Langflow

#rag #ai #gemini #langflow

1 min read

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