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# 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.

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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

Feb 12

Are We Over-Engineering LLM Stacks Too Early?

#discuss #ai #programming #rag

2 min read

Feb 12

What It Actually Takes to Run a RAG System in Production

#llm #performance #rag #systemdesign

2 min read

Feb 16

Build a multi-assistant workflow with Pinecone Assistant in n8n

#ai #pinecone #rag #n8n

2 min read

Feb 11

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

#llm #rag #ai #tutorial

1 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

Feb 11

Reducing OCR Cost in RAG Pipelines with Page-Level Detection

#ai #rag #machinelearning #nlp

1 min read

Feb 15

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

#agents #ai #architecture #rag

4 min read

Divyasree Madduri

Feb 10

Building a Chat Assistant Using Elasticsearch as a Vector Database

#elasticsearch #vectorsearch #ai #rag

1 min read

Chunk Tort

Feb 9

Building Production RAG Without LangChain

#python #ai #rag #machinelearning

6 min read

Matt Frank

Feb 9

Vector Databases Explained: Architecture and System Design for AI Apps

#vectordatabase #ai #rag #systemdesign

6 min read

Feb 9

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

#rag #cli #python #ai

5 min read

Anirban Das for AWS Community Builders

Feb 22

Building a Production-Ready RAG Chatbot with AWS Bedrock, LangChain, and Terraform

#aws #llm #rag #terraform

12 min read

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