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May 21, 2026
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Forward-merge release/1.7 into develop #1986

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82 changes: 82 additions & 0 deletions CHANGELOG.md
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# Changelog
All notable changes to this project will be documented in this file.

## [1.7.0] - 2026-05-21
### 🚀 Notable Features and Improvements
* Add AI coding agent skills for NeMo Agent Toolkit
* Add consent-gated runtime telemetry for NeMo Agent Toolkit CLI commands

### 🚨 Breaking Changes
* chore: migrate openai dependency from 1.x to 2.x by @willkill07 in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1849
* chore: dependency cleanup - drops optuna chain and openinference from core by @bbednarski9 in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1902
* Remove the `nvidia-nat-vanna` integration package by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1926
### ✨ New Features
* Add ATIF trajectory exporter for Phoenix visualization and debugging by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1869
* Add Exa Search API support as internet search tool by @maxwbuckley in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1846
* Add OCI LangChain support for hosted Nemotron workflows by @fede-kamel in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1804
* ATOF v0.1: Agentic Trajectory Observability Format (aligned spec) by @bbednarski9 in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1890
* feat(cli): add consent-gated runtime telemetry for NAT CLI commands by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1897
* feat(observability): Arize AX OTLP exporter, docs, and examples by @ryoung562 in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1898
* Feature: token streaming support for ReAct Agent by @thepatrickchin in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1851
### 🔧 Improvements
* Misc CI improvements by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1866
* Misc CI improvements by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1867
* Support client-id-only MCP OAuth2 and refine Outlook auth example config by @AnuradhaKaruppiah in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1885
* Misc test improvements and update model in the workflow template by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1884
* Widen the version range for `starlette` by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1887
* Filter AIMessage state updates from streaming output by @MylesShannon in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1863
* Add optional `--client-id` and `--client-secret` flags to `nat mcp client` sub-commands by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1891
* dependency fix: remove flask as a hard dependency of nat-core by @bbednarski9 in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1895
* dependency cleanup: move aioboto3, plotly, and wikipedia to dependent subpackages by @bbednarski9 in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1896
* fix(tool): stop leaking exception details in chat_completion error response by @ColinM-sys in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1876
* fix(example): Improve ADK-demo example with dynamic weather and time tools by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1927
* chore: bump dependency versions by @willkill07 in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1931
* chore: bump dependency versions by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1936
* chore: Replace `llama-3.2-nv-embedqa-1b-v2` with `llama-nemotron-embed-1b-v2` by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1937
* chore: set dependency version range for `azure-identity` by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1942
* Replace `llama-3.2-nv-rerankqa-1b-v2` with `llama-nemotron-rerank-1b-v2` by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1944
* Update older models by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1960
* Adopt latest changes from NAT-UI by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1963
* Update `model_health_check.py` to check for deprecation header by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1974
### 🐛 Bug Fixes
* fix(memmachein): preserve conversation message order in `add_items` by @fede-kamel in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1856
* Add an expiration time to cached MCP auth credentials by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1872
* Fix `observability_evaluation_and_profiling` example notebook by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1874
* Fix shutdown on Cntrl+c for `ci/scripts/run_tests.py` by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1886
* fix: preserve tool_calls in _stream_llm for native tool calling by @getglad in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1864
* fix(mcp-client): set proper httpx timeouts for streamable-http transport by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1889
* fix(front-end): Fix `HTTPInteractiveRunner` streaming cleanup on client disconnect by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1916
* fix(deps): update selected dependency floors by @mnajafian-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1923
* fix(haystack): update urllib3 dependency floor by @mnajafian-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1922
* fix(agno): update Agno dependency stack by @mnajafian-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1919
* fix(fastmcp): update FastMCP to 3.2.4 by @mnajafian-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1918
* Remove currency A2A example from release validation by @AnuradhaKaruppiah in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1924
* Update RL OpenPipe example by @dnandakumar-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1925
* fix(Phoenix): Fix Phoenix telemetry API key support by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1928
* fix(example): Fix `typing.Any` runtime checks in function conversion by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1949
* Fix MCP schema model reuse for Kaggle tools by @AnuradhaKaruppiah in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1954
* fix(example): Fix auto-memory wrapper user ID lookup by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1948
* fix(mcp): Fix MCP reconnect lifecycle after local server crash by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1935
* Update LLM used in `simple_auth_mcp` example by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1966
* fix(example): Fix `typing.Any` and string input handling in NAT LangChain tools by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1965
* Fix auto memory recall scoping by @willkill07 in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1968
* fix: improve auto memory wrapper example and code by @willkill07 in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1976
* fix(server): emit canonical {"value": ...} envelope from /generate/full by @matthewgrossman in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1980
### 📝 Documentation Updates
* Update LLMs used in the profiler documentation by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1904
* docs(memory): add Synap third-party memory plugin by @visy-ani in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1906
* Add AI coding agent skills for NAT by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1921
* fix(skills): Fix skill-evolution routing for skill update decisions by @yczhang-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1970
* Update the ` Using Local LLMs` documentation by @dagardner-nv in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1979
### Other Changes
* Forward-merge release/1.6 into develop by @rapids-bot[bot] in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1857
* Forward-merge release/1.6 into develop by @rapids-bot[bot] in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1858
* Forward-merge release/1.6 into develop by @rapids-bot[bot] in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1860

### New Contributors
* @fede-kamel made their first contribution in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1856
* @maxwbuckley made their first contribution in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1846
* @getglad made their first contribution in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1864
* @ColinM-sys made their first contribution in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1876
* @visy-ani made their first contribution in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1906
* @ryoung562 made their first contribution in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1898
* @matthewgrossman made their first contribution in https://github.com/NVIDIA/NeMo-Agent-Toolkit/pull/1980


## [1.6.0] - 2026-04-09
### 🚀 Notable Features and Improvements
* Adds ATIF-based evaluation, including a standalone evaluator class that can evaluate ATIF trajectories generated by any system
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13 changes: 9 additions & 4 deletions docs/source/release-notes.md
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# NVIDIA NeMo Agent Toolkit Release Notes
This section contains the release notes for [NeMo Agent Toolkit](./index.md).

## Release 1.6.0
## Release v1.7.0
### Summary
This release introduces ATIF-based evaluation support and streamlines trajectory evaluation workflows in the toolkit.

- Adds a standalone evaluator class for evaluating ATIF trajectories generated by any system.
* Add ATIF trajectory exporter for Phoenix visualization and debugging
* Add Exa Search API support as internet search tool
* Add OCI LangChain support for hosted Nemotron workflows
* ATOF v0.1: Agentic Trajectory Observability Format
* Add consent-gated runtime telemetry for NeMo Agent Toolkit CLI commands
* Add Arize AX OTLP exporter, docs, and examples
* Add token streaming support for ReAct Agent

Refer to the [changelog](https://github.com/NVIDIA/NeMo-Agent-Toolkit/blob/release/1.6/CHANGELOG.md) for the complete list of changes.
Refer to the [changelog](https://github.com/NVIDIA/NeMo-Agent-Toolkit/blob/release/1.7/CHANGELOG.md) for the complete list of changes.

## Known Issues
- Refer to [https://github.com/NVIDIA/NeMo-Agent-Toolkit/issues](https://github.com/NVIDIA/NeMo-Agent-Toolkit/issues) for an up to date list of current issues.
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