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product#rag📝 BlogAnalyzed: Jan 6, 2026 07:11

M4 Mac mini RAG Experiment: Local Knowledge Base Construction

Published:Jan 6, 2026 05:22
1 min read
Zenn LLM

Analysis

This article documents a practical attempt to build a local RAG system on an M4 Mac mini, focusing on knowledge base creation using Dify. The experiment highlights the accessibility of RAG technology on consumer-grade hardware, but the limited memory (16GB) may pose constraints for larger knowledge bases or more complex models. Further analysis of performance metrics and scalability would strengthen the findings.

Key Takeaways

Reference

“"画像がダメなら、テキストだ」ということで、今回はDifyのナレッジ（RAG）機能を使い、ローカルのRAG環境を構築します。”

PermalinkZenn LLM
Technology#LLM, Mac mini, Dify, Ollama📝 BlogAnalyzed: Jan 3, 2026 06:05

Building a Local LLM Environment with Dify and Ollama on M4 Mac mini (16GB)

Published:Jan 2, 2026 13:35
1 min read
Zenn LLM

Analysis

The article describes the process of setting up a local LLM environment using Dify and Ollama on an M4 Mac mini (16GB). The author, a former network engineer now in IT, aims to create a development environment for app publication and explores the limits of the system with a specific model (Llama 3.2 Vision). The focus is on the practical experience of a beginner, highlighting resource constraints.

Key Takeaways

Reference

“The author, a former network engineer, is new to Mac and IT, and is building the environment for app development.”

PermalinkZenn LLM