{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/8"}],"enrichment":{"capability":"Provides ATIF schema models for the NVIDIA NeMo Agent Toolkit, enabling structured representation and validation of agent evaluation and interaction data.","skillfed_tags":["agent-toolkit","schema-validation","nvidia-nemo"],"use_cases":["Validate and structure agent interaction logs using standardized ATIF schemas within NeMo Agent Toolkit workflows","Build evaluation pipelines that consume and process agent behavior data in a type-safe, schema-compliant format","Integrate agent evaluation metrics and results into larger NeMo-based AI systems with consistent data models","Develop custom agent evaluation tools that rely on pydantic-validated ATIF data structures"],"what_it_does":"This is a subpackage of the NVIDIA NeMo Agent Toolkit that provides ATIF schema models for structuring and validating agent data. It leverages pydantic for data validation, enabling developers to work with standardized, type-safe representations of agent interactions and evaluation metrics.\n\nThe package targets Python 3.11\u20133.13 and is maintained as part of an active, well-starred GitHub repository. It is intended for teams building or evaluating AI agents within the NeMo ecosystem, where consistent schema enforcement across agent interactions and evaluation pipelines is needed.","worth_installing":"Yes, if you are building or evaluating agents within the NVIDIA NeMo ecosystem and need standardized schema models for agent interactions and evaluation. The low install friction, active maintenance, permissive license, and zero known vulnerabilities make it a safe choice. If you are not working with NeMo agents or do not need structured ATIF schemas, it is not applicable."},"id":"nvidia-nat-atif","links":{"html":"https://skillfed.io/packages/nvidia-nat-atif","md":"https://skillfed.io/packages/nvidia-nat-atif.md","pypi":"https://pypi.org/project/nvidia-nat-atif/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-06-17","license_spdx":null,"license_treatment":"permissive","name":"nvidia-nat-atif","python_support":"supports_current","summary":"Subpackage for ATIF schema models in NVIDIA NeMo Agent Toolkit"},"popularity":{"monthly_downloads":173911,"position":10295,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.8.0"}