Home AI Hacker News Show HN: AICF – A Minimalist “What’s Changed” Feed for AI/RAG (v0.1)

Show HN: AICF – A Minimalist “What’s Changed” Feed for AI/RAG (v0.1)

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🚀 Introducing AICF (AI Changefeed): A Game-Changer for AI Integration!

Are you tired of inefficient web crawling and data embedding? AICF offers a minimal, web-native solution to expose append-only change events on your site.

Key Features:

  • Discovery: Use the /.well-known/ai-changefeed directory for easy access to your feed.
  • Feed Structure: The append-only NDJSON file requires just four fields (id, action, url, time) with optional hints to enhance efficiency.
  • Goal: Reduce wasted crawling time while ensuring that crucial documents, pricing, and policy pages stay updated for AI systems.

Explore more about the spec and examples here: AICF Specification.

We need your feedback! Is the minimal core, focusing on anchors rather than chunks or vectors, the right starting point? Would you integrate AICF into your documentation or RAG stack?

💬 Share your thoughts and help us shape the future of web data efficiency!

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