v0.4.11

MinishLab/semblev0.4.11Oct 17, 2026by github-actions[bot]

Upgrading?

AI Summary

This release introduces a new Rust SDK, enhances ONNX export capabilities, and adds significant new integrations and features for MCP, TypeScript, and Windows support. It also includes performance optimizations and bug fixes.

Key Highlights

  • Added Rust SDK (laya-onnx) for ONNX support.
  • New Agno integration for agent routing and guardrails.
  • Added LayaToolSelector for tool and function routing.
  • Performance improvements for evals and ONNX processing.
  • Added Windows startup script (start.bat) for the Web UI.

New Features

  • Rust SDK (laya-onnx)
  • MCP feature: laya_predict_long for states past context window
  • TypeScript: decideBatch and answerConfidence
  • Agno integration for agent routing and guardrails
  • LayaToolSelector for tool and function routing
  • Windows Web UI support (start.bat)

Full Release Notes

## What's Changed
* feat(rust): add Rust SDK (laya-onnx) by @kevin-gatimu in https://github.com/NandhaKishorM/laya/pull/672
* fix(onnx): export a batch-dynamic graph, and check that it is one by @keemsisi in https://github.com/NandhaKishorM/laya/pull/688
* docs(onnx): document the calibration knob test_calibrate.py pins by @aashish254 in https://github.com/NandhaKishorM/laya/pull/731
* perf(evals): chunk rows whose criteria dicts differ only in key order by @aashish254 in https://github.com/NandhaKishorM/laya/pull/732
* feat(mcp): add laya_predict_long for states past the context window by @aashish254 in https://github.com/NandhaKishorM/laya/pull/738
* feat(ts): port decideBatch and expose answerConfidence by @Angboo in https://github.com/NandhaKishorM/laya/pull/750
* feat(integrations): forward the two Router-only controls task and lang_guess by @aashish254 in https://github.com/NandhaKishorM/laya/pull/804
* feat(integrations): add laya[agno] integration for Agno agent routing and guardrails by @VinayChaudhari1996 in https://github.com/NandhaKishorM/laya/pull/970
* feat(integrations): add LayaToolSelector for tool and function routing by @LEVELING2108 in https://github.com/NandhaKishorM/laya/pull/977
* fix(hooks): refuse a bool hooks_timeout instead of reading it as 1.0 by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1203
* perf(onnx): collate question rows directly into numpy arrays by @HamidRezaLS in https://github.com/NandhaKishorM/laya/pull/1271
* feat(examples): add start.bat to launch the web UI on Windows by @jaideepkumar69-tech in https://github.com/NandhaKishorM/laya/pull/432

## New Contributors
* @VinayChaudhari1996 made their first contribution in https://github.com/NandhaKishorM/laya/pull/970
* @jaideepkumar69-tech made their first contribution in https://github.com/NandhaKishorM/laya/pull/432

**Full Changelog**: https://github.com/NandhaKishorM/laya/compare/v0.4.10...v0.4.11

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