Experiments with the Proposed Cross-Origin Storage API in Transformers.js

Transformers.js faces a caching issue: when using the same AI model or Wasm runtime across different websites, the browser downloads and caches them repeatedly due to origin-based cache isolation. The proposed Cross-Origin Storage (COS) API addresses this by identifying files by cryptographic hash rather than URL, enabling secure resource sharing across different origins.

Hugging Face

Local RAG for CAD API: Overcoming Knowledge Gaps in Proprietary Interfaces

An engineer faced the need to automate tasks in Smart3D, but knowledge of the API was a bottleneck. He built a local RAG pipeline: decompiled libraries, extracted facts, enriched them via LLM, created embedding indices, and implemented an agent with verification — so the model generates code based solely on real API entities.

Hexagon