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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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Cover image for GitHub Copilot Code Review is Now Available

Louis Liu

Apr 7 '25

GitHub Copilot Code Review is Now Available

#ai #programming #rag #github

2 min read

Alain Airom (Ayrom)

Apr 7 '25

Processing data with “Data Prep Kit” (part 2)

#rag #vectordatabase #milvus #llm

8 min read

foxgem

Mar 7 '25

Overview: "Minions: Cost-Efficient Collaboration Between On-device and Cloud Language Models"

#ai #llm #rag #mcp

3 min read

Chris

Apr 6 '25

🚀 How I Boosted Slack RAG Accuracy by 5–6% with Smarter Chunking

#discuss #rag #ai

3 min read

Cover image for RAG vs. Fine tuning: Which AI strategy should you choose?

IBM Developer for IBM Developer

Apr 8 '25

RAG vs. Fine tuning: Which AI strategy should you choose?

#webdev #ai #rag #programming

4 min read

Alain Airom (Ayrom)

Apr 4 '25

Crawling web sites using “Data Prep Kit”

#llm #rag #agents #parquet

4 min read

Sathish

Apr 3 '25

Embeddings Demystified: Math, Meaning & Machines

#llm #rag #ai #nlp

3 min read

Mrinalini Sugosh (Mrina) for TinyMCE

Apr 1 '25

RAG, AI Agents and Agentic RAG - what is it and how does it work?

#ai #rag #agentaichallenge #webdev

3 min read

Cover image for How to Get Better Technical Answers from Claude Using Your Own Documentation

Gergely Szerovay for Playful Programming Angular

Apr 1 '25

How to Get Better Technical Answers from Claude Using Your Own Documentation

#llm #rag #angular

9 min read

Cover image for Integrating Vision-Language Models into Agentic RAG Systems with ColPali

Suman Debnath for AWS

Mar 31 '25

Integrating Vision-Language Models into Agentic RAG Systems with ColPali

#rag #llm #bedrock #colpali

15 min read

Cover image for Retrieval Augmented Generation (RAG) from Scratch — Tutorial For Dummies

Mar 31 '25

Retrieval Augmented Generation (RAG) from Scratch — Tutorial For Dummies

#rag #ai #python #programming

14 min read

Cover image for AI Third-Party Testing: Why Independent Testing Matters for AI Agents

Genezio

Mar 31 '25

AI Third-Party Testing: Why Independent Testing Matters for AI Agents

#ai #testing #llm #rag

3 min read

Cover image for I Built Pocket Flow, an LLM Framework in just 100 Lines — Here is Why

Mar 30 '25

I Built Pocket Flow, an LLM Framework in just 100 Lines — Here is Why

#rag #langchain #ai #nlp

8 min read

Cover image for Efficiently process large files for RAG

Mar 30 '25

Efficiently process large files for RAG

#ai #programming #datascience #rag

3 min read

Alain Airom (Ayrom)

Mar 28 '25

Figure Export from Docling — Exporting PDF to image

#docling #rag #llm #pdf

3 min read

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