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Google's MediaPipe retrieval tasks for Flutter: Universal Embedder, one embedding space for text, images and audio, and Semantic Retriever, an on-device vector index over them.

0.1.3 #

  • The README has an installation section using flutter pub add.
  • With mediapipe_core 0.1.3, downloads of models and native libraries wait out short network failures.

0.1.2 #

Release 0.1.2.

0.1.1 #

Adds Google's NOTICE at the package root.

0.1.0 #

The first release.

  • Universal Embedder and Semantic Retriever on Android, iOS, macOS, Linux, Windows and the web, through Google's official MediaPipe runtimes: its per-family 1.2.0 retrieval C library natively and @mediapipe/tasks-retrieval in browsers.
  • Universal Embedder and Semantic Retriever need 64-bit Android: 32-bit (armeabi-v7a) cannot hold their models, and their capability queries say so.
  • UniversalEmbedder embeds text, encoded images and audio samples into one space, with cosineSimilarity; SemanticRetriever indexes documents, images, audio and mixed content with metadata and retrieves the nearest records, with the same results on every platform.
  • RetrievalModels pins Google's EmbeddingGemma 2 models.
  • Neither task is offered in WebKit, where Google's browser runtime returns zeros for every input with both models (UP-054).
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Documentation

API reference

Publisher

verified publishergoogle.dev

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Google's MediaPipe retrieval tasks for Flutter: Universal Embedder, one embedding space for text, images and audio, and Semantic Retriever, an on-device vector index over them.

Repository (GitHub)
View/report issues
Contributing

Topics

#mediapipe #machine-learning #embeddings #retrieval

License

BSD-3-Clause (license)

Dependencies

code_assets, ffi, flutter, flutter_web_plugins, hooks, mediapipe_core, meta

More

Packages that depend on mediapipe_retrieval

Packages that implement mediapipe_retrieval