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media-software

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Install‑Bridge 3.0 is a fully‑typed Python CLI for semantic ingestion. It extracts metadata, generates deterministic descriptors, and optional embeddings for YouTube, images, articles, audio, and Pinterest, then indexes them into the Semantic Dropdown Search API.

  • Updated Jul 3, 2026
  • Python

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