Changelog / release

0.12.16 — Dictate into any app

Released 2026-08-19 · full changelog · GitHub releases

Upgrade: pip install -U rapid-mlx  ·  brew upgrade rapid-mlx  ·  or grab the desktop app.

Tap right Option and speak — the words land at your cursor in any app, transcribed on your Mac. Also in this release: web search that works out of the box, model picks that follow the Artificial Analysis index, chat that typesets math, sliding-window prompt-cache reuse, and a page-by-page docs audit against the shipped code.

  • Dictate into any app. Tap right Option, say a sentence, and it lands wherever your cursor is — any app, even with Rapid’s window closed. Audio goes to your local server’s transcription endpoint and nowhere else (#2049).
  • Web search now works out of the box. Desktop chat’s web search defaults to Keenable’s keyless service — no account, no API key, no more DuckDuckGo rate-limit dead ends. A free Parallel key in Settings → Tools buys the best measured quality (tops the Artificial Analysis Search Index; ~1,000 free searches a month) (#2040–#2044).
  • Your Mac is offered the smartest model it can actually run. Recommendations follow the Artificial Analysis Intelligence Index: every Mac from 32 GB up gets Qwen3.8-27B — GPT-5.6-class intelligence at ~40 tok/s with multi-token prediction on (#2055).
  • Chat renders like it should. Inline and block LaTeX are typeset the way models actually write them (#2107); code blocks stop flickering while an answer streams (#2106); markdown code blocks and tables are visible again (#2056).
  • Conversations get folders and Markdown export, and getting a model is two explicit steps — Download, then Start (#2053). Onboarding fills the window instead of floating as a small card (#2063). Voice notes in Apple formats (M4A, CAF) transcribe directly (#2101).
  • Faster in long chats. Sliding-window models keep reusing their prompt cache across turns instead of re-prefilling (#2064); the prefix cache releases its memory after sitting idle (#2038) and chat can opt out of it for sensitive prompts (#2048).
  • The docs were audited page by page against the shipped code (~20 fix PRs): all 94 serve flags, every operator environment variable and the full endpoint surface are documented; six drifted defaults fixed and pinned by tests; PRIVACY/SECURITY tell the whole story (#2065–#2113). And the install.sh you curl is now published only at release tags — byte-identical to the tagged source (#2092).
  • CLI polish. chat --port N asks the server what it serves (#2046); launch continue and continue-dev resolve to the same client and the agents footer counts honestly (#2108); recipe checks free disk before printing a serve command that cannot fit (#2119).
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