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feat: add WASI-NN bindings to Wasm Workers Server #201

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merged 6 commits into from
Aug 23, 2023

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Angelmmiguel
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@Angelmmiguel Angelmmiguel commented Aug 21, 2023

Introduce the new WASI-NN bindings to run Machine Learning (ML) inference in workers. It includes a new configuration parameter (features.wasi_nn) that allows you to set the allowed ML backends for a certain worker. Currently, it only supports openvino (OpenVINO) as a valid value.

In this PR you have a full working example you can test:

Screenshot 2023-08-21 at 13 41 33

Changes

  • Add new WASI-NN bindings
  • Enable them via configuration
  • Write documentation

It closes #198

@Angelmmiguel Angelmmiguel added the 🚀 enhancement New feature or request label Aug 21, 2023
@Angelmmiguel Angelmmiguel added this to the v1.5.0 milestone Aug 21, 2023
@Angelmmiguel Angelmmiguel self-assigned this Aug 21, 2023
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@ereslibre ereslibre left a comment

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Despite I'm not very familiar with all the concepts here, LGTM

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@Angelmmiguel Angelmmiguel marked this pull request as ready for review August 23, 2023 14:34
@Angelmmiguel Angelmmiguel merged commit 854a621 into main Aug 23, 2023
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Introduce WASI-NN for Machine Learning inference
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