Skip to content

Forem

# 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.

Mar 5

Playground to test Open-Source LLMs in action (GPT-OSS, Qwen3.5, DeepSeek) with Tools and RAG [Free and No signup]

#rag #openai #opensource #llm

1 min read

Mar 17

What Actually Breaks When You Put RAG in Production

#ai #rag #machinelearning #python

4 min read

Sheikh Ahnaf Hasan

Mar 5

I Built an MCP Server to Search Documentation from Claude (So You Don't Have to Web Search)

#showdev #ai #mcp #rag

3 min read

Mar 5

RAG vs Fine-Tuning: What I Actually Learned After 6 Months of Building LLM Apps

#llm #rag #finetuning #aiengineering

7 min read

Cover image for How I Built a Local-First AI Stack for Document Q&A Without OpenAI

Mar 16

How I Built a Local-First AI Stack for Document Q&A Without OpenAI

#ai #rag #llm #mcp

22 min read

Cover image for Run Your Own ChatGPT Offline: Open WebUI + Ollama + Local Knowledge Base

Ankit Parmar for AddWeb Solution Pvt Ltd

Mar 16

Run Your Own ChatGPT Offline: Open WebUI + Ollama + Local Knowledge Base

#ollama #localai #openwebui #rag

4 min read

Cover image for Build an MCP Server That Finds Your RAG Chatbot's Blind Spots

Mar 16

Build an MCP Server That Finds Your RAG Chatbot's Blind Spots

#mcp #ai #rag #python

14 min read

Cover image for Why every RAG project I've built ends up fighting the pipeline — and what I'm doing about it

Mar 16

Why every RAG project I've built ends up fighting the pipeline — and what I'm doing about it

#rag #ai #webdev #opensource

3 min read

Divyasree Madduri

Feb 10

Building a Chat Assistant Using Elasticsearch as a Vector Database

#elasticsearch #vectorsearch #ai #rag

1 min read

Cover image for First Principles of AI Context

Mar 15

First Principles of AI Context

#ai #architecture #llm #rag

7 min read

Chunk Tort

Feb 9

Building Production RAG Without LangChain

#python #ai #rag #machinelearning

6 min read

Cover image for Vector Databases Explained: Architecture and System Design for AI Apps

Matt Frank

Feb 9

Vector Databases Explained: Architecture and System Design for AI Apps

#vectordatabase #ai #rag #systemdesign

6 min read

Cover image for I Built a Python CLI Tool for RAG Over Any Document Folder

Feb 9

I Built a Python CLI Tool for RAG Over Any Document Folder

#rag #cli #python #ai

5 min read

Feb 22

From Documents to Answers: How RAG Works

#rag #agents #ai #vectordatabase

3 min read

yusyus

Feb 8

Skill Seekers v3.0.0: The Universal Data Preprocessor for AI Systems

#ai #rag #opensource

3 min read

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