
The Changelog: Software Development, Open Source
Livebook's big launch week (Interview)
May 3, 2023 · 1 hr 22 min · 79.6 MB
0:00-1:22:44
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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!
Livebook
livebook.devbring machine learning to Elixir
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changelog.zulipchat.comChangelog++
changelog.comSentry
sentry.ioRocky Linux
rockylinux.orgTypesense
cloud.typesense.orgFastly
fastly.comfastly.com
fastly.comWebsite
dashbit.coGitHub
github.comX
x.comWebsite
jerodsanto.netGitHub
github.comLinkedIn
linkedin.comMastodon
changelog.socialX
x.comDay 1: Deploy notebooks as apps & quality-of-life upgrades
news.livebook.devDay 3: Hubs and secret management
news.livebook.devPRs welcome!
github.com
- 0:00This week on The Changelog
- 1:29Sponsor: Sentry
- 3:54Start the show!
- 6:31The last time we talked...
- 12:07We're watching Whisper
- 14:00Running a multi-node cluster
- 15:23Describe Hugging Face
- 18:19Layers of abstration and models
- 24:06Sponsor: Rocky Linux
- 26:37Livebook Launch Week!
- 32:08This is how I'd use it!
- 37:37Let's go meta on Smart cells
- 41:56Data wrangling in Elixir with Explorer
- 48:53What about JSON or SQLite?
- 51:51How does it work??
- 55:04Sponsor: Typesense
- 58:24Distributed ML notebooks with Elixir
- 1:01:51Who is "We"?
- 1:05:14Jose has a band and it's not on the internet
- 1:08:34Dashbit and where is the revenue?
- 1:15:50Can we get some speaker diarization?
- 1:19:43Talking at 2x
- 1:20:59Up next!