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README.md 2026-03-12 21.9 kB
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🚀 Notable Features and Improvements

  • Dynamo Runtime Intelligence: Automatically infer per-request latency sensitivity from agent profiles and apply runtime hints for cache control, load-aware routing, and priority-aware serving.
  • Agent Performance Primitives (APP): Introduce framework-agnostic performance primitives that accelerate graph-based agent frameworks such as LangChain, CrewAI, and Agno with parallel execution, speculative branching, and node-level priority routing.
  • LangSmith Native Integration: Observe end-to-end agent execution with native LangSmith tracing, run evaluation experiments, compare outcomes, and manage prompt versions across development and production workflows.
  • FastMCP Workflow Publishing: Publish NeMo Agent Toolkit workflows as MCP servers using the FastMCP runtime to simplify MCP-native deployment and integration.

Migration notice: 1.5.0 includes packaging and compatibility refactors (meta-package restructure, eval/profiling package split, and import-path updates). See the Migration Guide.

🚨 Breaking Changes

✨ New Features

🔧 Improvements

🐛 Bug Fixes

📝 Documentation Updates

New Contributors

Full Changelog: https://github.com/NVIDIA/NeMo-Agent-Toolkit/compare/v1.4.1...v1.5.0

Source: README.md, updated 2026-03-12