Conversations with the hackers, leaders, and innovators of the software world. Hosts Adam Stacoviak and Jerod Santo face their imposter syndrome so you don’t have to. Expect in-depth interviews with the best and brightest in software engineering, open source, and leadership. This is a polyglot podcast. All programming languages, platforms, and communities are welcome. Open source moves fast. Keep up.
Livebook's big launch week
José Valim joins Jerod to talk all about what’s new in Livebook – the Elixir-based interactive code notebook he’s been working on the last few years.
José made a big bet when he decided to bring machine learning to Elixir. That bet is now paying off with amazing new capabilities such as building and deploying a Whisper-based chat app to Hugging Face in just 15 minutes.
José demoed that and much more during Livebook’s first-ever launch week. Let’s get into it.
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Featuring:
Show Notes:
Launch Week
- Day 1: Deploy notebooks as apps & quality-of-life upgrades
- Day 2: Distributed² Machine Learning notebooks with Elixir and Livebook
- Day 3: Hubs and secret management
- Day 4: Build and deploy a Whisper chat app to Hugging Face in 15 minutes
- Day 5: Data wrangling in Elixir with Explorer, the power of Rust, the elegance of R
Something missing or broken? PRs welcome!
Timestamps:
(00:00) - This week on The Changelog
(01:29) - Sponsor: Sentry
(03:54) - Start the show!
(06:31) - The last time we talked...
(12:07) - We're watching Whisper
(14:00) - Running a multi-node cluster
(15:23) - Describe Hugging Face
(18:19) - Layers of abstration and models
(24:06) - Sponsor: Rocky Linux
(26:37) - Livebook Launch Week!
(32:08) - This is how I'd use it!
(37:37) - Let's go meta on Smart cells
(41:56) - Data wrangling in Elixir with Explorer
(48:53) - What about JSON or SQLite?
(51:51) - How does it work??
(55:04) - Sponsor: Typesense
(58:24) - Distributed ML notebooks with Elixir
(1:01:51) - Who is "We"?
(1:05:14) - Jose has a band and it's not on the internet
(1:08:34) - Dashbit and where is the revenue?
(1:15:50) - Can we get some speaker diarization?
(1:19:43) - Talking at 2x
(1:20:59) - Up next!