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Raven 0.1.7 (2026-07-21)

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@github-actions github-actions released this 21 Jul 13:41
· 1770 commits to main since this release
c3f3678

A patch release adding opt-in kNN task-level model routing and a deep-vs-regular choice for deep research, plus tracing and TUI polish.

Highlights

  • Deep research asks how deep to go. deep_research now offers a deep-vs-regular choice up front so you can trade thoroughness for speed. (#168)
  • Opt-in kNN model routing. A new task-level model routing backend picks a model per task from nearest-neighbor examples; off by default. (#163)
  • Clearer reasoning in traces. Model-call reasoning now renders above the answer instead of below it. (#154)
  • Quieter TUI exit. The log path is announced only on an abnormal TUI exit, not on a clean one. (#166)
  • Docs refresh. English and Chinese READMEs updated for recent features. (#159, #160)

Install

curl -fsSL https://raven.evermind.ai/install.sh | bash

Then reload your shell and run:

raven onboard

Release Status

  • Version: 0.1.7
  • Tag: v0.1.7
  • Stability: public preview patch
  • Assets: wheel and source distribution attached to this release

Notes

  • Raven is still pre-1.0; CLI surfaces, plugin contracts, and runtime internals may continue to evolve.
  • PyPI publishing is not enabled yet; the supported public install path uses the GitHub Release wheel asset.