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@jinchenma_ai: https://x.com/jinchenma_ai/status/2075063722624921848

X AI KOLs Timeline · 2026-07-09 Cached

This article proposes a four-layer architecture for building an AI knowledge base: data layer, indexing layer, rules layer, and workflow layer, and provides a seven-step practice method from scratch to help ordinary people and small to medium enterprises build a usable knowledge base system.

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#ai-knowledge-base

@yaojingang: After a month of continuous iteration, the first GEO system "GEOFlow 2.0" is officially launched. GitHub link at the end. A month ago, GEOFlow 1.0 was launched. Now, exactly one month later, the star count has exceeded 1.6k. Over this past month, I've received feedback and real-world implementation cases from many friends...

X AI KOLs Timeline · 2026-05-23 Cached

GEOFlow 2.0 is officially launched, with a systematic refactoring, adding multi-site distribution, AI knowledge base enhancement, data analysis, and other features, aiming to become the infrastructure for GEO content engineering.

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