AI in the Browser with Transformers.js
Open Source libraries like Transformer.js allow you to run Machine Learning workloads right within your browser and even Supabase Edge Functions. We can perform multi-language speech recognition and translation, text-to-speech, and even RAG, fully offline and in-browser! In this lightning talk, Thor will take a look at some examples of what's possible, as well as a small look behind the scenes at the open source ONNX Runtime which makes this possible.
Practical Web AI: Built-In, Browser Based, Brilliant
AI progress is running away on the server-side, where the GPUs live, but the web platform is never that far behind. In this talk we're going to explore the incredible applications you can build in the browser today and in the near future.
You'll see how to build an offline-capable, speech to speech language translation app, a babelfish, using nothing but the web platform. Through this app we'll explore the different ways we can run AI models in the browser today and what may be built into the browser in the future. From low-level standards to high-level experiments, you'll learn how to work with AI on the web.
Bio:
Phil is a developer relations engineer for Langflow at IBM and Google Developer Expert living in Melbourne, Australia. He loves working with JavaScript, TypeScript or Ruby to build web applications and tools to help developers. He once helped build a website that captured the world's favourite sandwich fillings. He has too many GitHub repositories.
Away from the keyboard, Phil listens to ska punk, hangs out with his miniature dachshund (also called Ruby), and is on a mission to discover the world's best beers.
Phil tweets at @philnash and you can find him elsewhere online at https://philna.sh.
Phil Nash
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https://sentry.io
Torc is a community-first platform bringing together remote-first software engineer and developer opportunities from across the globe. Join a network that’s all about connection, collaboration, and finding your next big move — together.
Join our community today!
AI in the Browser with Transformers.js
Open Source libraries like Transformer.js allow you to run Machine Learning workloads right within your browser and even Supabase Edge Functions. We can perform multi-language speech recognition and translation, text-to-speech, and even RAG, fully offline and in-browser! In this lightning talk, Thor will take a look at some examples of what's possible, as well as a small look behind the scenes at the open source ONNX Runtime which makes this possible.
Practical Web AI: Built-In, Browser Based, Brilliant
AI progress is running away on the server-side, where the GPUs live, but the web platform is never that far behind. In this talk we're going to explore the incredible applications you can build in the browser today and in the near future.
You'll see how to build an offline-capable, speech to speech language translation app, a babelfish, using nothing but the web platform. Through this app we'll explore the different ways we can run AI models in the browser today and what may be built into the browser in the future. From low-level standards to high-level experiments, you'll learn how to work with AI on the web.
Bio:
Phil is a developer relations engineer for Langflow at IBM and Google Developer Expert living in Melbourne, Australia. He loves working with JavaScript, TypeScript or Ruby to build web applications and tools to help developers. He once helped build a website that captured the world's favourite sandwich fillings. He has too many GitHub repositories.
Away from the keyboard, Phil listens to ska punk, hangs out with his miniature dachshund (also called Ruby), and is on a mission to discover the world's best beers.
Phil tweets at @philnash and you can find him elsewhere online at https://philna.sh.
Phil NashPlatform Sponsors
Don't let broken lines of code, busted API calls, and crashes ruin your app. Join the 4M developers and 90K organizations who consider Sentry “not bad” when it comes to application monitoring. Use code “guild” for 3 free months of the team plan.
https://sentry.io
Torc is a community-first platform bringing together remote-first software engineer and developer opportunities from across the globe. Join a network that’s all about connection, collaboration, and finding your next big move — together.
Join our community today!
Get in touch!
hi@guild.host