v0.7.0

feyninc/chonkiev0.7.0Oct 16, 2026by Pringled

Upgrading?

Key Highlights

  • New `/web/dl` write-only filesystem to trigger browser downloads.
  • Console Mode embeds for CLI programs and interactive playgrounds.
  • Offline public sites with automatic service worker caching.
  • 4x improvement in network throughput via Cloudflare Containers upgrade.
  • New `open` command for editing non-project files.

New Features

  • Service worker caching for public sites
  • Console and Editor embed modes
  • Copy-on-write filesystem for faster environment builds
  • Custom shell banners via `.banner` files
  • Loopback network device support

Full Release Notes

## What's Changed
* feat: Store BM25 postings as numpy arrays by @Pringled in https://github.com/MinishLab/semble/pull/284
* chore: Speed up warm queries  by @Pringled in https://github.com/MinishLab/semble/pull/285
* chore: Walk files with os.scandir by @Pringled in https://github.com/MinishLab/semble/pull/286
* fix: Use bare MCP tool names in agent instructions by @Pringled in https://github.com/MinishLab/semble/pull/289
* chore: Upgrade to MCP SDK 2.x by @Pringled in https://github.com/MinishLab/semble/pull/294
* feat: Parallelize chunking by @Pringled in https://github.com/MinishLab/semble/pull/295
* feat: Batch embeddings, upgrade model2vec by @Pringled in https://github.com/MinishLab/semble/pull/298
* feat: Add file-types command by @Pringled in https://github.com/MinishLab/semble/pull/299


**Full Changelog**: https://github.com/MinishLab/semble/compare/v0.6.2...v0.7.0

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