Who is nvidia-nat-ragas for?

nvidia-nat-ragas is an open-source project built for AI researchers and developers.

Does nvidia-nat-ragas have a free plan?

Yes — nvidia-nat-ragas is open source under the Apache-2.0 license and free to use.

What platforms does nvidia-nat-ragas run on?

nvidia-nat-ragas runs on the command line and API.

Is nvidia-nat-ragas still active?

The GitHub repository shows 186 commits in the last 90 days.

What are alternatives to nvidia-nat-ragas?

Similar projects tracked by PulseGate include nvidia-nat-rag, nvidia-nat-ragaai, and nvidia-nat-agno.

Who develops nvidia-nat-ragas?

nvidia-nat-ragas is developed by NVIDIA.

How long has nvidia-nat-ragas been around?

nvidia-nat-ragas first shipped in 2025.

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nvidia-nat-ragas

Name: nvidia-nat-ragas
Author: NVIDIA

PyPIInfrastructure

nvidia-nat-ragas is an open source subpackage for the NVIDIA NeMo Agent Toolkit, providing tools for evaluating retrieval-augmented generation (RAG) systems in AI agents. It supports CLI and API usage for researchers and developers working on agent evaluation.

Open SourceApache-2.0CLIAPI

Visit PyPI

2.5kstars

692forks

1alternative

5features

2025since

Overview

5 features

nvidia-nat-ragas sits in PulseGate's LLM eval & observability category. It focuses on enabling evaluation of retrieval-augmented generation (RAG) systems for AI agents using open source tools. nvidia-nat-ragas is an open-source project aimed at AI researchers and developers. The project is open source (Apache-2.0). It runs on the command line and API.

It is developed by NVIDIA, and it first shipped in 2025. The project is developed in the open on GitHub with 2.5k stars and 186 commits in the last 90 days. Key capabilities include RAG evaluation, agent toolkit integration, and open source.

Summary written by a language model from the project’s public pages.

RAG evaluation
Agent toolkit integration
Open source
CLI support
API integration

Built with & integrations

Runs on

CLIAPI-only

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen SourceFree tierActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed29 Jun · 07:35 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about nvidia-nat-ragas

What is nvidia-nat-ragas?: Nvidia-nat-ragas focuses on enabling evaluation of retrieval-augmented generation (RAG) systems for AI agents using open source tools. It is catalogued under LLM eval & observability on PulseGate.
Who is nvidia-nat-ragas for?: nvidia-nat-ragas is an open-source project built for AI researchers and developers.
Does nvidia-nat-ragas have a free plan?: Yes — nvidia-nat-ragas is open source under the Apache-2.0 license and free to use.
What platforms does nvidia-nat-ragas run on?: nvidia-nat-ragas runs on the command line and API.
Is nvidia-nat-ragas still active?: The GitHub repository shows 186 commits in the last 90 days.
What are alternatives to nvidia-nat-ragas?: Similar projects tracked by PulseGate include nvidia-nat-rag, nvidia-nat-ragaai, and nvidia-nat-agno.nvidia-nat-rag nvidia-nat-ragaai nvidia-nat-agno
Who develops nvidia-nat-ragas?: nvidia-nat-ragas is developed by NVIDIA.
How long has nvidia-nat-ragas been around?: nvidia-nat-ragas first shipped in 2025.

At a glance

Platforms: Cli
Languages: English
License: Apache-2.0
Built for: AI researchers and developers
Model: Open source
Solves: Enabling evaluation of retrieval-augmented generation (RAG) systems for AI agents using open source tools.

Registered as

PyPI: nvidia-nat-ragas

Developer

NVIDIA

Community-driven

Open source

Stars: 2,460
Forks: 692
Open issues: 44
Last commit: 26 Jun 2026
Commits 90d: 186
Contributors: 91
Authorship: Community-driven
Default branch: develop
Latest release: v1.8.0 · 16 Jun 2026

Index record

Identity confidence: Low · 64
Indexed: 29 Jun 2026
Lifecycle: Alive
Last seen: 29 Jun 2026

Identity audit (12)

Slug: nvidia-nat-ragas-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 29 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Canonical URL: https://pypi.org/project/nvidia-nat-ragas

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