Livebook's big launch week (Interview)

The Changelog: Software Development, Open Source

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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Sponsors:

• Sentry – Get to the root cause of an error or latency issue faster by seeing all the technical details related to that issue in one visual replay on your web application. Use the code CHANGELOG and get the team plan free for three months.
• Rocky Linux – Enterprise Linux, the open source community way.
• Typesense – Lightning fast, globally distributed Search-as-a-Service that runs in memory. You literally can’t get any faster!
• Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com

Featuring:

• José Valim – Website, GitHub, X
• Jerod Santo – GitHub, LinkedIn, Mastodon, X

Show Notes:

• Livebook
• The Changelog #439: Elixir meets machine learning

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!

فصل ها

1. This week on The Changelog (00:00:00)

2. Sponsor: Sentry (00:01:29)

https://sentry.io/for/session-replay/

3. Start the show! (00:03:54)

4. The last time we talked... (00:06:31)

5. We're watching Whisper (00:12:07)

6. Running a multi-node cluster (00:14:00)

7. Describe Hugging Face (00:15:23)

8. Layers of abstration and models (00:18:19)

9. Sponsor: Rocky Linux (00:24:06)

https://rockylinux.org/changelog

10. Livebook Launch Week! (00:26:37)

11. This is how I'd use it! (00:32:08)

12. Let's go meta on Smart cells (00:37:37)

13. Data wrangling in Elixir with Explorer (00:41:56)

14. What about JSON or SQLite? (00:48:53)

15. How does it work?? (00:51:51)

16. Sponsor: Typesense (00:55:04)

https://cloud.typesense.org/?utm_source=changelog

17. Distributed ML notebooks with Elixir (00:58:24)

18. Who is "We"? (01:01:51)

19. Jose has a band and it's not on the internet (01:05:14)

20. Dashbit and where is the revenue? (01:08:34)

21. Can we get some speaker diarization? (01:15:50)

22. Talking at 2x (01:19:43)

23. Up next! (01:20:59)