v0.7.0

feyninc/pulpiev0.7.0Oct 16, 2026by Pringled

Upgrading?

Key Highlights

  • Device selection logic now stops with an error if multiple devices are attached and none selected
  • FastAgent now runs only the first function_calls block and ignores subsequent ones
  • New Gemini API model 'gemini-4-argon' is available
  • Anthropic OAuth now supports streaming responses
  • Portal accessibility service automatically re-enabled if turned off during a run

Breaking Changes

  • Device selection now stops with an error if multiple devices are attached and none selected
  • FastAgent now ignores function calls after the first block

New Features

  • Gemini 4-Argon model
  • Anthropic OAuth streaming
  • Portal accessibility recovery

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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