openhuman

The Files, Memory & Voice Power-Up

This release is a big step forward in day-to-day usability: clearer files and sessions, a major memory evolution, and real-time voice agents—plus a ton of reliability and performance work across the stack. 🎉

Highlights

Files & project workspace clarity 🗂️

Agent outputs now land in a visible Files folder, you can choose where that folder lives, and the app can surface those generated files directly in-place—making it much easier to find and use what your agent created. Large tool outputs are also handled more safely to keep projects tidy. (#6820, #6825, #6833, #6868, #6947) — Thank you @M3gA-Mind and @senamakel!

Memory v2, imports, and safer organization 🧠

Memory gets a major upgrade: engine-selectable memory v2, better lifecycle handling around each turn, and stronger portability when switching engines. The Memory UI and provider cards were modernized (including CortexDB), credits/free-period behavior is more consistent (with top-up prompts), and recall becomes time-zone aware.

Imports and migrations are significantly hardened: clearer “building vs empty” states, smarter batching/retries, better failure visibility with retry controls, more reliable resuming, and improved document ingestion (PDF/Office). Organization also improves with connector-first filing, better GitHub scoping, optional attribution to senders, and multiple erasure/deletion correctness and privacy/security fixes. (#6841, #6843, #6855, #6869, #6873, #6874, #6875, #6892, #6901, #6924, #6949, #6993, #7011, #7012, #7013, #7014, #7034, #7029, #7035, #7036, #7038, #7041, #7043, #7063, #7085, #7089, #7090, #7091, #7094, #7096, #7100, #7102, #7103, #7104, #7105, #7106, [#7107](https://github.

The Speed, Structure & Reliability Upgrade

This release tightens the core experience from end to end—faster first turns, clearer chat feedback, sturdier integrations, and a big internal modularity push that sets us up for even quicker iteration. 🎉

Highlights

Performance & responsiveness ⚡

The agent loop is noticeably snappier: first-turn prompts are dramatically smaller, prompt caching stays warm (improving time-to-first-token), and the managed inference path avoids unnecessary per-call client setup. Tool-output compaction is also enabled by default again—with new “REPL-style” tools over stored results to keep large tool outputs from stalling turns.

(#6787, #6788, #6823) — Thank you @senamakel!

Chat UI & approvals polish 💬

Chat got a round of UX improvements: long source lists now collapse cleanly (with better favicons), web-search rendering no longer leaves awkward gaps, and the silence watchdog now warns instead of killing a running turn—staying in sync with the core’s actual turn state. Approvals are also smoother: answered approvals won’t “ghost” into the background deck, and refusals now carry a clear deny reason that the model can actually read.

(#6802, #6827, #6800, #6810) — Thank you @senamakel and @M3gA-Mind!

Memory & knowledge engines 🧠

Memory is now explicitly selectable: you can choose exactly one active engine, including Local (TinyCortex) or CortexDB via TinyHumans, plus other supported providers. Switching engines can also copy existing memories across—making experimentation and migration much less painful.

(#6777) — Thank you @senamakel!

MCP & Composio integrations 🔌

MCP tooling becomes much more ergonomic and robust: server tools are exposed as stable, individually-addressable tools from a persistent cache, and string-encoded JSON arguments are normalized so calls don’t fail unexpectedly. Refusals from tool listing now tell the model what it can do (and avoid pointing at RPC-only methods). On the Composio side, embedders can give each agent its own credentials, and backend-routed Composio calls now flow through the tinyconnectors module instead of an in-process client.

(#6767, #6769, #6818, #6689, #6796) — Thank you @senamakel, @M3gA-Mind, and @oxoxDev!

Security, safety & policy hardening 🛡️

Security protections are sharper and less noisy: the prompt-injection guard is less likely to false-positive on recalled transcripts, and browser IP blocking now uses the full non-global range definitions (with regression tests). Shell execution reliability also improves in scheduled jobs on Windows, and shell scanning logic is consolidated upstream for consistency.

(#6776, #6709, #6764, #6790) — Thank you @senamakel, @Avi-Bendetsky, and @sanil-23!

Architecture & vendor modularity push 🧱

A major theme of this series is extracting host-independent logic out of openhuman-core and into the appropriate vendor/tiny* modules—keeping core focused on product policy, adapters, and contracts. This includes splitting RPC/server responsibilities, moving channels/sk

The Intelligence Upgrade 🎉

v0.64.4 to v0.64.7 brings 12 PRs across 12 commits, with upgrades across memory, voice, agents, reliability, and developer foundations. Thank you to everyone who contributed to this release. ✨

Highlights 🚀

✅ Tasks, chat & agent workflows

Task, chat, and agent workflows become easier to steer and inspect, with better task boards, persistent run state, safer delegation, and clearer model/thread controls. (#6672, #6683, #6702, #6760) — Thank you @M3gA-Mind and @senamakel!

🧩 Integrations, UI & developer foundations

Integrations, UI polish, and developer foundations also move forward, including clearer connected-account surfaces, meeting-agent wiring, presentation/artifact improvements, and cleaner docs/code organization. (#6668, #6678, #6693, #6699, #6700, #6701, #6704, #6759) — Thank you @senamakel, @M3gA-Mind, and @siddarthkay!

Contributor Credits 🙌

• M3gA-Mind (#6672, #6693) — thank you!
• senamakel (#6668, #6678, #6683, #6700, #6701, #6702, #6704, #6759, #6760) — thank you!
• siddarthkay (#6699) — thank you!

Full Compare 🧭

https://github.com/tinyhumansai/openhuman/compare/v0.64.4...v0.64.7

The Better Windows Desktop Upgrade

This release is all about making the Windows desktop experience more reliable, more polished, and smoother to operate—especially when you’re offline. 🎉

Highlights

Offline-ready Windows installers 📦

Windows desktop installers now bundle all registry-pinned native modules (and their extracted DLLs) directly into the installer, so key features don’t depend on a first-run download. Module resolution now prefers the read-only installer bundle before user cache or network, and the Windows checks/smoke steps were updated to verify offline module loading end-to-end. (#6687) — Thank you @senamakel!

Sharper Windows window controls & cleaner shutdown 🪟

Windows gets a more compact first-launch window and improved custom window controls (minimize, maximize/restore, close), with the drag strip staying available during boot and error screens. Shutdown behavior is also fixed so closing properly exits both the desktop host and embedded core (including support for the app_quit IPC command), plus the dev launcher was simplified with earlier architecture mismatch detection. (#6692) — Thank you @stevent95-star!

Contributor Credits

Thanks to everyone who contributed to this release: @senamakel, @stevent95-star.

Full Compare

https://github.com/tinyhumansai/openhuman/compare/v0.64.3...v0.64.4