v1.1.0

Key Features

• Full Model Context Protocol (MCP) support. Workflows/tools can now be exposed as MCP servers.
• Deep integration with Weights and Biases’ Weave for logging and tracing support.
• Addition of the Agno LLM framework.
• A new ReWOO agent which improves on ReAct by removing the tool output from the LLM context, reducing token counts.
• A new Alert Triage Agent example which demonstrates how to build a full application with AIQ toolkit to automatically analyze system monitoring alerts, performs diagnostic checks using various tools, and generates structured triage reports with root cause categorization.
• Support for Python 3.11.
• Various quality of life improvements.

What's Changed

• Add subpackage readmes redirecting to the main package by @AnuradhaKaruppiah in #20
• Update README.md by @gzitzlsb-nv in #25
• Fix #27 Documentation fix by @atalhens in #28
• Fix #29 - Simple_calculator example throws error - list index out of range when given subtraction by @atalhens in #31
• Fix: #32 Recursion Issue by @atalhens in #33
• "Sharing NVIDIA AgentIQ Components" docs typo fix by @avoroshilov in #42
• First pass at setting up issue templates by @dagardner-nv in #6
• Provide a cleaner progress bar when running evaluators in parallel by @AnuradhaKaruppiah in #38
• Setup GHA CI by @dagardner-nv in #46
• Switch UI submodule to https by @AnuradhaKaruppiah in #53
• gitlab ci pipeline cleanup by @AnuradhaKaruppiah in #54
• Allow str or None for retriever description by @AnuradhaKaruppiah in #55
• Fix case where res['categories'] = None by @balvisio in #22
• Misc CI improvements by @dagardner-nv in #56
• CI Documentation improvements by @dagardner-nv in #24
• Add missing platformdirs dependency by @yczhang-nv in #62
• Fix aiq command error when the parent directory of AIQ_CONFIG_DIR does not exist by @yczhang-nv in #63
• Fix broken image link in multi_frameworks documentation by @dagardner-nv in #61
• Updating doc string for AIQSessionManager class. by @ericevans-nv in #64
• Fix ragas evaluate unit tests by @AnuradhaKaruppiah in #68
• Normalize Gannt Chart Timestamps in Profiler Nested Stack Analysis by @dnandakumar-nv in #70
• Scripts for running CI locally by @dagardner-nv in #59
• Update types for topic and description attributes in AIQRetrieverConfig to allow None by @dagardner-nv in #76
• Add support for customizing output and uploading it to remote storage (S3 bucket) by @AnuradhaKaruppiah in #71
• Support ARM in CI by @dagardner-nv in #73
• Allow overriding configuration values not set in the YAML by @dagardner-nv in #85
• Fix bug where --workers flag was being ignored by @dagardner-nv in #88
• Adding Cors config for api server by @ericevans-nv in #89
• Update changelog for 1.1.0a1 alpha release by @AnuradhaKaruppiah in #90
• Merge develop to main for v1.1.0a1 by @AnuradhaKaruppiah in #92
• Updated changelog with another bug fix by @AnuradhaKaruppiah in #93
• Updated changelog with another bug fix (#93) by @AnuradhaKaruppiah in #94
• Adjust how the base_sha is passed into the workflow by @dagardner-nv in #81
• Changes for evaluating remote workflows by @AnuradhaKaruppiah in #57
• Fix a bug in our pytest plugin causing test coverage to be under-reported by @dagardner-nv in #105
• Docker container for AgentIQ by @dagardner-nv in #87
• Modify JSON serialization to handle non-serializable objects by @dnandakumar-nv in #106
• Upload nightly builds and release builds to pypi by @dagardner-nv in #112
• Ensure the nightly builds have a unique alpha version number by @dagardner-nv in #115
• Ensure tags are fetched prior to determining the version by @dagardner-nv in #116
• Fix CI variable value by @dagardner-nv in #117
• Use setuptools_scm environment variables to set the version by @dagardner-nv in #118
• Only set the setuptools_scm variable when performing a nightly build by @dagardner-nv in #119
• Add a release PR template by @dagardner-nv in #123
• Add an async /evaluate endpoint to trigger evaluation jobs on a remote cluster by @AnuradhaKaruppiah in #109
• Update /evaluate endpoint doc by @AnuradhaKaruppiah in #126
• Add function tracking decorator and update IntermediateStep by @dnandakumar-nv in #98
• Fix typo in aiq.profiler.decorators by @dnandakumar-nv in #132
• Update the start command to use validate_schema by @dagardner-nv in #82
• Document using local/self-hosted models by @dagardner-nv in #101
• added Agno integration by @wenqiglantz in #36
• MCP Front-End Implementation by @VictorYudin in #133
• Make kwargs optional to the eval output customizer scripts by @AnuradhaKaruppiah in #139
• Add an example that shows simple_calculator running with a MCP service. by @AnuradhaKaruppiah in #131
• add gitdiagram to README by @yczhang-nv in #141
• Updating HITL reference guide to instruct users to toggle ws mode and… by @ericevans-nv in #142
• Add override option to the eval CLI command by @Hritik003 in #129
• Implement ReWOO Agent by @yczhang-nv in #75
• Fix type hints and docstrings for ModelTrainer by @dagardner-nv in #107
• Delete workflow confirmation check in CLI - #114 by @atalhens in #137
• Improve Agent logging by @yczhang-nv in #136
• Add nicer error message for agents without tools by @jkornblum-nv in #146
• Add colorama to core dependency by @yczhang-nv in #149
• Rename packages agentiq -> aiqtoolkit by @dagardner-nv in #152
• Rename AIQ_COMPONENT_NAME, remove unused COMPONENT_NAME by @dagardner-nv in #153
• Group wheels under a common aiqtoolkit directory by @dagardner-nv in #154
• Fix wheel upload wildcards by @dagardner-nv in #155
• Support Python 3.11 for AgentIQ by @yczhang-nv in #148
• fix pydantic version incompatibility, closes #74 by @zac-wang-nv in #159
• Rename AgentIQ to Agent Intelligence Toolkit by @dagardner-nv in #160
• Create config file symlink with aiq workflow create command by @mpenn in #166
• Rename generate/stream/full to generate/full and add filter_steps parameter by @AnuradhaKaruppiah in #164
• Add support for environment variable interpolation in config files by @mpenn in #157
• UI submodule rename by @AnuradhaKaruppiah in #168
• Consistent Trace Nesting in Parallel Function Calling by @dnandakumar-nv in #162
• Fix broken links in examples documentation by @dagardner-nv in #177
• Remove support for Python 3.13 by @yczhang-nv in #178
• Add transitional packages by @dagardner-nv in #181
• Add a tunable RAG evaluator by @liamy-nv in #110
• CLI Documentation fixes in remote registry configuration section by @mpenn in #184
• Fix uploading of transitional packages by @dagardner-nv in #187
• Update AIQChatRequest to support image and audio input by @yczhang-nv in #182
• Fix hyperlink ins the simple_calculator README by @AnuradhaKaruppiah in #188
• Add support for fine-grained tracing using W&B Weave by @ayulockin in #170
• Fix typo in CPR detected by co-pilot by @AnuradhaKaruppiah in #190
• Note the name change in the top-level documentation and README.md by @dagardner-nv in #163
• fix typo in evaluate documentation for max_concurrency by @soumilinandi in #191
• Fix a typo in the weave README by @AnuradhaKaruppiah in #195
• Update simple example eval dataset by @yczhang-nv in #200
• Config option to specify the intermediate step types in workflow_output.json by @AnuradhaKaruppiah in #198
• Update the Judge LLM settings in the examples to avoid retries by @AnuradhaKaruppiah in #204
• Make opentelemetry and phoenix as optional dependencies by @yczhang-nv in #167
• Support user-defined HTTP request metadata in workflow tools. by @ericevans-nv in #130
• Check if request is present before setting attributes by @AnuradhaKaruppiah in #209
• Add the alert triage agent example by @hsin-c in #193
• Updating ui submodule by @ericevans-nv in #211
• Fix plugin dependencies by @dagardner-nv in #208
• [FEA]add profiler agent to the examples folder by @zac-wang-nv in #120
• Regenerate uv.lock, cleaned up pyproject.toml for profiler agent example and fixed broken link in README by @yczhang-nv in #210
• Removed disable=unused-argument from pylint checks by @Hritik003 in #186
• Exception handling for discovery_metadata.py by @VictorYudin in #215
• Fix incorrect eval output config access by @AnuradhaKaruppiah in #219
• Treat a tagged commit the same as a nightly build by @dagardner-nv in #217
• Feature/add aiqtoolkit UI submodule by @ericevans-nv in #214
• Add a CLI command to list all tools available via the MCP server by @AnuradhaKaruppiah in #221
• For remote evaluation, workflow config is not needed by @AnuradhaKaruppiah in #225
• Move configurable parameters from env vars to config file by @hsin-c in #222
• Fix vulnerabilities in the alert triage agent example by @hsin-c in #227
• Add e2e test for the alert triage agent by @hsin-c in #226
• Fix remaining nSpect vulnerabilities for 1.1.0 by @yczhang-nv in #229
• Remove redundant span stack handling and error logging by @dnandakumar-nv in #231
• Feature/add aiqtoolkit UI submodule by @ericevans-nv in #234
• Fix Dockerfile build failure for v1.1.0-rc3 by @yczhang-nv in #240
• Bugfix for alert triage agent to run in python 3.11 by @hsin-c in #244
• Misc example readme fixes by @dagardner-nv in #242
• Fix multiple documentation and logging bugs for v1.1.0-rc3 by @yczhang-nv in #245
• Consolidate MCP client and server docs, examples by @AnuradhaKaruppiah in #246
• Update version of llama-index to 0.12.21 by @dagardner-nv in #257
• Fix environment variable interpolation with console frontend by @mpenn in #255
• [AIQ][25.05][RC3] Example to showcase Metadata support by @ericevans-nv in #256
• mem: If conversation is not provided build it from memory by @AnuradhaKaruppiah in #253
• Documentation restructure by @dagardner-nv in #189
• Prompt engineering to force ReAct agent to use memory for simple_rag example by @yczhang-nv in #260
• simple-calculator: Additional input validation by @AnuradhaKaruppiah in #259
• Removed simple_mcp example by @AnuradhaKaruppiah in #266
• Adding reference links to examples in README. by @ericevans-nv in #265
• mcp-client.md: Add a note to check that the MCP time-service is running by @AnuradhaKaruppiah in #267
• Remove username from README log by @yczhang-nv in #271
• Enhance error handling in MCP tool invocation by @mpenn in #263
• Resolves a linting error in MCP tool by @mpenn in #274
• Fix long-term memory issues of semantic_kernel example by @yczhang-nv in #270
• Update to reflect new naming guidelines by @dagardner-nv in #258
• Updating submodule that fixes UI broken links by @ericevans-nv in #273
• Change the example input for Multi Frameworks example by @yczhang-nv in #277
• Fix intermediate steps parents when the parent is a Tool by @mdemoret-nv in #269
• Set mcp-proxy version in the sample Dockerfile to 0.5 by @AnuradhaKaruppiah in #278
• Add an FAQ document by @dagardner-nv in #275
• Fix missing tool issue with profiler_agent example by @dagardner-nv in #279
• Add missing telemetry dependency to profiler_agent example by @dagardner-nv in #281
• eval-readme: Add instruction to copy the workflow output before re-runs by @AnuradhaKaruppiah in #280
• Add additional notes for intermittent long-term memory issues in examples by @yczhang-nv in #282
• Run tests on all supported versions of Python by @dagardner-nv in #283
• Fix the intermediate steps span logic to work better with nested coroutines and tasks by @mdemoret-nv in #285
• [RELEASE] AIQToolkit v1.1.0 by @AnuradhaKaruppiah in #290
• Changelog updated for 1.1.0 by @AnuradhaKaruppiah in #291
• Changelog updated for 1.1.0 (#291) by @AnuradhaKaruppiah in #292

New Contributors

• @gzitzlsb-nv made their first contribution in #25
• @atalhens made their first contribution in #28
• @avoroshilov made their first contribution in #42
• @balvisio made their first contribution in #22
• @ericevans-nv made their first contribution in #64
• @dnandakumar-nv made their first contribution in #70
• @wenqiglantz made their first contribution in #36
• @VictorYudin made their first contribution in #133
• @Hritik003 made their first contribution in #129
• @jkornblum-nv made their first contribution in #146
• @zac-wang-nv made their first contribution in #159
• @mpenn made their first contribution in #166
• @liamy-nv made their first contribution in #110
• @ayulockin made their first contribution in #170
• @soumilinandi made their first contribution in #191
• @hsin-c made their first contribution in #193

Full Changelog: v1.0.0...v1.1.0