OpenSquilla Files

Overview

OpenSquilla 0.2.1 is a maintenance release for long-running agent sessions, memory recall, generated-file delivery, and Windows portable startup.

Fixed

Long-running WebUI agent sessions

Tool-heavy sessions now recover more cleanly from exhausted tool budgets, repeated tool failures, large file-write attempts, and final-response degradation. The WebUI also keeps more useful turn-state evidence for debugging without exposing as many raw internal failures to users.

Memory recall scoring

Semantic memory recall now normalizes stored and query embeddings before sqlite-vec search. High-confidence lexical matches are also preserved when vector scoring is weak, improving Chinese, English, and multilingual memory lookup behavior.

Generated artifact output

Generated artifact placeholders are removed from WebChat history and channel-facing output after files have already been delivered, reducing duplicated or confusing artifact messages.

Windows 10 portable startup

The Windows portable launcher now handles Visual C++ runtime bootstrap more reliably on Windows 10, improving startup for the bundled ONNX router path.

Changed

Release and install metadata

Installer defaults, release metadata, README install commands, and wheel URLs now point to the 0.2.1 release line.

Downloads

• Python wheel: opensquilla-0.2.1-py3-none-any.whl
• Windows portable: OpenSquilla-0.2.1-windows-x64-py312-recommended-portable.zip
• Stable Windows portable alias: OpenSquilla-windows-x64-portable.zip
• Checksums: SHA256SUMS

Acknowledgements

Thanks @nice-code-la for [#52], which helped improve the Windows 10 portable bootstrap.