v0.4.11
parruda/swarmv0.4.11Oct 17, 2026by github-actions[bot]
Upgrading?
AI Summary
This release introduces a new Rust SDK for ONNX, adds integrations for the Agno agent, and enhances performance and documentation for model evaluations.
Key Highlights
- Added Rust SDK (laya-onnx) for ONNX operations.
- Added Agno agent integration with guardrails.
- Added LayaToolSelector for tool and function routing.
- Fixed ONNX batch-dynamic graph export.
- Performance improvements for evals and ONNX processing.
New Features
- Rust SDK (laya-onnx)
- MCP feature for long states
- TypeScript port of decideBatch
- Agno integration
- LayaToolSelector
- Windows web UI support
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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