v0.4.11
NandhaKishorM/layav0.4.11Oct 17, 2026by github-actions[bot]
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AI Summary
This release introduces a new Rust SDK for ONNX support, significantly expands integration capabilities with frameworks like Agno and TypeScript, and includes various performance optimizations. It also addresses several bugs and improves documentation for calibration and hooks.
Key Highlights
- Addition of a Rust SDK (laya-onnx) for ONNX support
- New integration for Agno agent routing and guardrails
- TypeScript feature additions including `decideBatch` and `answerConfidence` exposure
- Performance improvements in ONNX evaluation and row chunking
- New MCP feature `laya_predict_long` for handling states beyond the context window
New Features
- Rust SDK (laya-onnx) implementation
- laya_predict_long for long context states (MCP)
- LayaToolSelector for tool and function routing
- laya[agno] integration
- TypeScript port of decideBatch with answerConfidence exposure
- Windows batch script (start.bat) for web UI
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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