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## Changelog
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All notable changes to this project will be documented in this file.
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## [1.1.0] - 2025-05-16
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### Key Features
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- Full MCP (Model Context Protocol) support
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- Weave tracing
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- Agno integration
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- ReWOO Agent
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- Alert Triage Agent Example
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### What's Changed
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* Have the examples README point to the absolute path by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/4
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* Set initial version will be 1.0.0 by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/7
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* Update `examples/simple_rag/README.md` to verify the installation of `lxml` by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/9
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* Use a separate README for pypi by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/10
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* Document the need to install from source to run examples by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/8
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* Fixing broken links by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/14
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* Cleanup readmes by @mdemoret-nv in https://github.com/NVIDIA/AIQToolkit/pull/15
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* Pypi readme updates by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/16
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* Final 1.0.0 cleanup by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/18
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* Add subpackage readmes redirecting to the main package by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/20
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* Update README.md by @gzitzlsb-nv in https://github.com/NVIDIA/AIQToolkit/pull/25
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* Fix #27 Documentation fix by @atalhens in https://github.com/NVIDIA/AIQToolkit/pull/28
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* Fix #29 - Simple_calculator example throws error - list index out of range when given subtraction by @atalhens in https://github.com/NVIDIA/AIQToolkit/pull/31
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* Fix: #32 Recursion Issue by @atalhens in https://github.com/NVIDIA/AIQToolkit/pull/33
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* "Sharing NVIDIA AgentIQ Components" docs typo fix by @avoroshilov in https://github.com/NVIDIA/AIQToolkit/pull/42
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* First pass at setting up issue templates by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/6
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* Provide a cleaner progress bar when running evaluators in parallel by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/38
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* Setup GHA CI by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/46
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* Switch UI submodule to https by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/53
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* gitlab ci pipeline cleanup by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/54
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* Allow str or None for retriever description by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/55
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* Fix case where res['categories'] = None by @balvisio in https://github.com/NVIDIA/AIQToolkit/pull/22
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* Misc CI improvements by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/56
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* CI Documentation improvements by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/24
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* Add missing `platformdirs` dependency by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/62
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* Fix `aiq` command error when the parent directory of `AIQ_CONFIG_DIR` does not exist by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/63
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* Fix broken image link in multi_frameworks documentation by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/61
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* Updating doc string for AIQSessionManager class. by @ericevans-nv in https://github.com/NVIDIA/AIQToolkit/pull/64
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* Fix ragas evaluate unit tests by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/68
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* Normalize Gannt Chart Timestamps in Profiler Nested Stack Analysis by @dnandakumar-nv in https://github.com/NVIDIA/AIQToolkit/pull/70
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* Scripts for running CI locally by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/59
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* Update types for `topic` and `description` attributes in `AIQRetrieverConfig` to allow `None` by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/76
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* Add support for customizing output and uploading it to remote storage (S3 bucket) by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/71
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* Support ARM in CI by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/73
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* Allow overriding configuration values not set in the YAML by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/85
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* Fix bug where `--workers` flag was being ignored by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/88
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* Adding Cors config for api server by @ericevans-nv in https://github.com/NVIDIA/AIQToolkit/pull/89
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* Update changelog for 1.1.0a1 alpha release by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/90
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* Updated changelog with another bug fix by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/93
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* Adjust how the base_sha is passed into the workflow by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/81
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* Changes for evaluating remote workflows by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/57
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* Fix a bug in our pytest plugin causing test coverage to be under-reported by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/105
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* Docker container for AgentIQ by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/87
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* Modify JSON serialization to handle non-serializable objects by @dnandakumar-nv in https://github.com/NVIDIA/AIQToolkit/pull/106
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* Upload nightly builds and release builds to pypi by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/112
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* Ensure the nightly builds have a unique alpha version number by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/115
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* Ensure tags are fetched prior to determining the version by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/116
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* Fix CI variable value by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/117
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* Use setuptools_scm environment variables to set the version by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/118
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* Only set the setuptools_scm variable when performing a nightly build by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/119
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* Add a release PR template by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/123
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* Add an async /evaluate endpoint to trigger evaluation jobs on a remote cluster by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/109
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* Update /evaluate endpoint doc by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/126
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* Add function tracking decorator and update IntermediateStep by @dnandakumar-nv in https://github.com/NVIDIA/AIQToolkit/pull/98
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* Fix typo in aiq.profiler.decorators by @dnandakumar-nv in https://github.com/NVIDIA/AIQToolkit/pull/132
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* Update the start command to use `validate_schema` by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/82
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* Document using local/self-hosted models by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/101
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* added Agno integration by @wenqiglantz in https://github.com/NVIDIA/AIQToolkit/pull/36
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* MCP Front-End Implementation by @VictorYudin in https://github.com/NVIDIA/AIQToolkit/pull/133
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* Make kwargs optional to the eval output customizer scripts by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/139
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* Add an example that shows simple_calculator running with a MCP service. by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/131
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* add `gitdiagram` to README by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/141
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* Updating HITL reference guide to instruct users to toggle ws mode and… by @ericevans-nv in https://github.com/NVIDIA/AIQToolkit/pull/142
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* Add override option to the eval CLI command by @Hritik003 in https://github.com/NVIDIA/AIQToolkit/pull/129
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* Implement ReWOO Agent by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/75
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* Fix type hints and docstrings for `ModelTrainer` by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/107
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* Delete workflow confirmation check in CLI - #114 by @atalhens in https://github.com/NVIDIA/AIQToolkit/pull/137
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* Improve Agent logging by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/136
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* Add nicer error message for agents without tools by @jkornblum-nv in https://github.com/NVIDIA/AIQToolkit/pull/146
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* Add `colorama` to core dependency by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/149
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* Rename packages agentiq -> aiqtoolkit by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/152
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* Rename AIQ_COMPONENT_NAME, remove unused COMPONENT_NAME by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/153
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* Group wheels under a common `aiqtoolkit` directory by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/154
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* Fix wheel upload wildcards by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/155
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* Support Python `3.11` for AgentIQ by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/148
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* fix pydantic version incompatibility, closes #74 by @zac-wang-nv in https://github.com/NVIDIA/AIQToolkit/pull/159
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* Rename AgentIQ to Agent Intelligence Toolkit by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/160
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* Create config file symlink with `aiq workflow create` command by @mpenn in https://github.com/NVIDIA/AIQToolkit/pull/166
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* Rename generate/stream/full to generate/full and add filter_steps parameter by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/164
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* Add support for environment variable interpolation in config files by @mpenn in https://github.com/NVIDIA/AIQToolkit/pull/157
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* UI submodule rename by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/168
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* Consistent Trace Nesting in Parallel Function Calling by @dnandakumar-nv in https://github.com/NVIDIA/AIQToolkit/pull/162
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* Fix broken links in examples documentation by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/177
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* Remove support for Python `3.13` by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/178
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* Add transitional packages by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/181
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* Add a tunable RAG evaluator by @liamy-nv in https://github.com/NVIDIA/AIQToolkit/pull/110
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* CLI Documentation fixes in remote registry configuration section by @mpenn in https://github.com/NVIDIA/AIQToolkit/pull/184
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* Fix uploading of transitional packages by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/187
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* Update `AIQChatRequest` to support image and audio input by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/182
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* Fix hyperlink ins the simple_calculator README by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/188
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* Add support for fine-grained tracing using W&B Weave by @ayulockin in https://github.com/NVIDIA/AIQToolkit/pull/170
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* Fix typo in CPR detected by co-pilot by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/190
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* Note the name change in the top-level documentation and README.md by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/163
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* fix typo in evaluate documentation for max_concurrency by @soumilinandi in https://github.com/NVIDIA/AIQToolkit/pull/191
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* Fix a typo in the weave README by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/195
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* Update simple example `eval` dataset by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/200
126
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* Config option to specify the intermediate step types in workflow_output.json by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/198
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* Update the Judge LLM settings in the examples to avoid retries by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/204
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* Make `opentelemetry` and `phoenix` as optional dependencies by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/167
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* Support user-defined HTTP request metadata in workflow tools. by @ericevans-nv in https://github.com/NVIDIA/AIQToolkit/pull/130
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* Check if request is present before setting attributes by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/209
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* Add the alert triage agent example by @hsin-c in https://github.com/NVIDIA/AIQToolkit/pull/193
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* Updating ui submodule by @ericevans-nv in https://github.com/NVIDIA/AIQToolkit/pull/211
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* Fix plugin dependencies by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/208
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*[FEA]add profiler agent to the examples folder by @zac-wang-nv in https://github.com/NVIDIA/AIQToolkit/pull/120
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* Regenerate `uv.lock`, cleaned up `pyproject.toml` for profiler agent example and fixed broken link in `README` by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/210
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* Removed `disable=unused-argument` from pylint checks by @Hritik003 in https://github.com/NVIDIA/AIQToolkit/pull/186
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* Exception handling for discovery_metadata.py by @VictorYudin in https://github.com/NVIDIA/AIQToolkit/pull/215
138
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* Fix incorrect eval output config access by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/219
139
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* Treat a tagged commit the same as a nightly build by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/217
140
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* Feature/add aiqtoolkit UI submodule by @ericevans-nv in https://github.com/NVIDIA/AIQToolkit/pull/214
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* Add a CLI command to list all tools available via the MCP server by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/221
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* For remote evaluation, workflow config is not needed by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/225
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* Move configurable parameters from env vars to config file by @hsin-c in https://github.com/NVIDIA/AIQToolkit/pull/222
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* Fix vulnerabilities in the alert triage agent example by @hsin-c in https://github.com/NVIDIA/AIQToolkit/pull/227
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* Add e2e test for the alert triage agent by @hsin-c in https://github.com/NVIDIA/AIQToolkit/pull/226
146
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* Fix remaining nSpect vulnerabilities for `1.1.0` by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/229
147
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* Remove redundant span stack handling and error logging by @dnandakumar-nv in https://github.com/NVIDIA/AIQToolkit/pull/231
148
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* Feature/add aiqtoolkit UI submodule by @ericevans-nv in https://github.com/NVIDIA/AIQToolkit/pull/234
149
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* Fix `Dockerfile` build failure for `v1.1.0-rc3` by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/240
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* Bugfix for alert triage agent to run in python 3.11 by @hsin-c in https://github.com/NVIDIA/AIQToolkit/pull/244
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* Misc example readme fixes by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/242
152
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* Fix multiple documentation and logging bugs for `v1.1.0-rc3` by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/245
153
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* Consolidate MCP client and server docs, examples by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/246
154
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* Update version of llama-index to 0.12.21 by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/257
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* Fix environment variable interpolation with console frontend by @mpenn in https://github.com/NVIDIA/AIQToolkit/pull/255
156
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*[AIQ][25.05][RC3] Example to showcase Metadata support by @ericevans-nv in https://github.com/NVIDIA/AIQToolkit/pull/256
157
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* mem: If conversation is not provided build it from memory by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/253
158
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* Documentation restructure by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/189
159
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* Prompt engineering to force `ReAct` agent to use memory for `simple_rag` example by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/260
160
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* simple-calculator: Additional input validation by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/259
161
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* Removed simple_mcp example by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/266
162
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* Adding reference links to examples in README. by @ericevans-nv in https://github.com/NVIDIA/AIQToolkit/pull/265
163
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* mcp-client.md: Add a note to check that the MCP time-service is running by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/267
164
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* Remove username from `README` log by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/271
165
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* Enhance error handling in MCP tool invocation by @mpenn in https://github.com/NVIDIA/AIQToolkit/pull/263
166
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* Resolves a linting error in MCP tool by @mpenn in https://github.com/NVIDIA/AIQToolkit/pull/274
167
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* Fix long-term memory issues of `semantic_kernel` example by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/270
168
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* Update to reflect new naming guidelines by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/258
169
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* Updating submodule that fixes UI broken links by @ericevans-nv in https://github.com/NVIDIA/AIQToolkit/pull/273
170
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* Change the example input for `Multi Frameworks` example by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/277
171
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* Fix intermediate steps parents when the parent is a Tool by @mdemoret-nv in https://github.com/NVIDIA/AIQToolkit/pull/269
172
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* Set mcp-proxy version in the sample Dockerfile to 0.5 by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/278
173
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* Add an FAQ document by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/275
174
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* Fix missing tool issue with `profiler_agent` example by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/279
175
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* Add missing `telemetry` dependency to `profiler_agent` example by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/281
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* eval-readme: Add instruction to copy the workflow output before re-runs by @AnuradhaKaruppiah in https://github.com/NVIDIA/AIQToolkit/pull/280
177
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* Add additional notes for intermittent long-term memory issues in examples by @yczhang-nv in https://github.com/NVIDIA/AIQToolkit/pull/282
178
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* Run tests on all supported versions of Python by @dagardner-nv in https://github.com/NVIDIA/AIQToolkit/pull/283
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* Fix the intermediate steps span logic to work better with nested coroutines and tasks by @mdemoret-nv in https://github.com/NVIDIA/AIQToolkit/pull/285
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### New Contributors
182
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*@dagardner-nv made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/7
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*@yczhang-nv made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/9
184
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*@gzitzlsb-nv made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/25
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*@atalhens made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/28
186
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*@avoroshilov made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/42
187
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*@balvisio made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/22
188
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*@ericevans-nv made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/64
189
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*@dnandakumar-nv made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/70
190
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*@wenqiglantz made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/36
191
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*@VictorYudin made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/133
192
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*@Hritik003 made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/129
193
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*@jkornblum-nv made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/146
194
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*@zac-wang-nv made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/159
195
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*@mpenn made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/166
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*@liamy-nv made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/110
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*@ayulockin made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/170
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*@soumilinandi made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/191
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*@hsin-c made their first contribution in https://github.com/NVIDIA/AIQToolkit/pull/193
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