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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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Amin

Jan 7

Beyond RAG: Building an Autonomous "Epistemic Engine" to Fight AI Hallucination

#ai #architecture #llm #rag

2 min read

Dec 13 '25

Stop feeding garbage to your LLM: How to get clean Markdown from Documentation

#ai #webscraping #rag #python

1 min read

Dec 13 '25

My hands-on experience with Qdrant and Docling (and Ollama)

#qdrant #rag #docling #granite

11 min read

Manasa Nandelli

Dec 17 '25

RAG-Augmented Agile Story Generation: An Architectural Framework for LLM-Powered Backlog Automation

#manasanandelli #rag #ai #llm

8 min read

Cover image for Building a Simple RAG System Using FAISS

Dec 14 '25

Building a Simple RAG System Using FAISS

#ai #machinelearning #rag #tutorial

3 min read

Cover image for Building a Local RAG AI Agent for Airline Reviews with Ollama

Naji Louis

Jan 16

Building a Local RAG AI Agent for Airline Reviews with Ollama

#ai #rag #llm #learning

3 min read

Vinicius Fagundes

Dec 11 '25

Reranking and Two-Stage Retrieval: Precision When It Matters Most

#ai #llm #rag

2 min read

Evan Lin for Google Developer Experts

Jan 11

Python] Build a Smart Document Assistant LINE Bot with Python + Gemini File Search: Let AI Help You Read Documents

#gemini #python #rag

9 min read

Cover image for LLMs Hallucinate. RAG Fixes That — Here’s How We Built a Reliable Healthcare AI

Shrinivas Nadager

Dec 12 '25

LLMs Hallucinate. RAG Fixes That — Here’s How We Built a Reliable Healthcare AI

#rag #ai #llm #tutorial

3 min read

Cover image for Multi-Tenant Design for Bedrock Knowledge Base: Solving the Account Limit with Metadata Filtering

Jan 1

Multi-Tenant Design for Bedrock Knowledge Base: Solving the Account Limit with Metadata Filtering

#aws #llm #rag #webdev

3 min read

Cover image for I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie 📉

Muhammed Rasin O M

Dec 10 '25

I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie 📉

#rag #python #machinelearning #opensource

3 min read

Cover image for Introducing Agentic Chart Extraction

Diptanu Gon Choudhury for Tensorlake

Jan 14

Introducing Agentic Chart Extraction

#ai #rag #programming

6 min read

Cover image for Why your AI assistant lies to you (and how to fix it)

Dec 11 '25

Why your AI assistant lies to you (and how to fix it)

#rag #machinelearning #ai #llm

4 min read

Cover image for The Client Who Wanted AI to "Remember Everything" (And Why That Was a Terrible Idea)

FARHAN HABIB FARAZ

Jan 14

The Client Who Wanted AI to "Remember Everything" (And Why That Was a Terrible Idea)

#discuss #rag #ai #llm

5 min read

Jan 14

Building an Intelligent Legal Contract Auditor with Python

#python #ai #rag #legaltech

5 min read

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