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.

Feb 12

Scaling RAG : Demo to Production Ready

#ai #llm #rag #systemdesign

2 min read

Cover image for Build Your Own AI Ops Assistant — Part 2: Foundation

Stephen Goldberg

Feb 25

Build Your Own AI Ops Assistant — Part 2: Foundation

#vibecoding #ai #aiops #rag

9 min read

Mar 18

I built DocsRAG — because reading docs during coding is still painful

#showdev #opensource #productivity #rag

2 min read

Cover image for From Chatbot to Medical AI: How I Used RAG, FAISS & Mistral to Ground AI in Reality

Prateek Mangalgi

Feb 16

From Chatbot to Medical AI: How I Used RAG, FAISS & Mistral to Ground AI in Reality

#ai #rag #api #python

4 min read

Cover image for Are We Over-Engineering LLM Stacks Too Early?

Feb 12

Are We Over-Engineering LLM Stacks Too Early?

#discuss #ai #programming #rag

2 min read

Cover image for What It Actually Takes to Run a RAG System in Production

Feb 12

What It Actually Takes to Run a RAG System in Production

#llm #performance #rag #systemdesign

2 min read

Cover image for I Built an AI Ops Assistant That Replaced $2,400/month in SaaS — In 3 Days, for Under $100/month

Stephen Goldberg for Harper

Feb 25

I Built an AI Ops Assistant That Replaced $2,400/month in SaaS — In 3 Days, for Under $100/month

#showdev #vibecoding #ai #rag

9 min read

Cover image for Building a Production RAG Server with Ollama, Open WebUI and Chroma DB

Feb 11

Building a Production RAG Server with Ollama, Open WebUI and Chroma DB

#llm #rag #ai #tutorial

1 min read

Cover image for How to Create a RAG-Powered Chatbot with LangChain and PostgreSQL

CodeWithDhanian

Feb 25

How to Create a RAG-Powered Chatbot with LangChain and PostgreSQL

#ai #llm #rag #programming

12 min read

Feb 12

Medicine Encyclopedia 2.0: Stop Guessing and Start Scanning with Multimodal RAG

#rag #webdev #ai #python

4 min read

Feb 12

From Paper Trails to Health Insights: Building a Personal EHR Semantic Search Engine with Hybrid Search

#machinelearning #python #ai #rag

4 min read

Francesco Esposito

Feb 11

Stop Paying for APIs: Build a 100% Local AI Auditor with Python & Llama 3

#ai #rag #python #automation

4 min read

Cover image for Building AI Agents That Don't Hallucinate: A Practical Architecture Guide

Feb 15

Building AI Agents That Don't Hallucinate: A Practical Architecture Guide

#agents #ai #architecture #rag

4 min read

Anannya Roy Chowdhury

Mar 17

Why your Production Retreival-Augmented-Generation (RAG) is failing and how to fix it?

#ai #systemdesign #rag #aws

4 min read

Cover image for How I Built an Open-Source Search Engine for 440+ Buddhist Text Sources in 30 Languages

Tim Ren

Mar 17

How I Built an Open-Source Search Engine for 440+ Buddhist Text Sources in 30 Languages

#opensource #elasticsearch #rag #knowledgegraph

3 min read

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