Agentes de IA
modelscan
Scan AI models for serialization attacks before you load them.
★ 781 estrelasApache-2.0
Ver o guia →LibreAI / Agentes de IA / garak
// agents · NVIDIA/garak
garak
garak é um projeto de agentes de IA de código aberto de NVIDIA (NVIDIA/garak no GitHub). Tem 9.497 estrelas no GitHub e 1.349 forks, é publicado sob a licença Apache-2.0 e foi atualizado pela última vez no GitHub em 7 de outubro de 2026.
Scan your LLM for vulnerabilities before attackers do.
★ 9,5 mil estrelas⑂ 1,3 mil forksApache-2.0atualizado out 2026
▦ visual: o README deste projeto não inclui nenhuma captura incorporável,
então aqui vai um marcador. O guia abaixo está completo mesmo assim.
então aqui vai um marcador. O guia abaixo está completo mesmo assim.
// dados do projeto
Dados do projeto
- Repositório
- NVIDIA/garak
- Estrelas no GitHub
- 9.497
- Forks
- 1.349
- Licença
- Apache-2.0
- Última atualização no GitHub
- 7 de outubro de 2026
- Categoria
- Agentes de IA
- Tipo de ficha
- Guia de instalação completo
// como funciona
Como funciona
- Define what you want
Write down the job you will use the project for before touching any code.
- Clone the repository
Download the source and read the README's setup section first.
- Install dependencies
Run the install steps and add any required API keys or config.
- Run the quickstart
Follow the example in the docs to confirm everything works.
// recursos
Por que as pessoas gostam tanto
LLM vulnerability scanning
Probes models for known weakness classes.
NVIDIA-backed
Maintained under NVIDIA's organization.
Security focus
Built for pre-deployment adversarial testing.
Python tooling
Scriptable and extensible in Python.
Apache-2.0
Permissive licensing.
Active community
Discord plus 1,300+ forks.
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// execute você mesmo
Execute você mesmo
- Step 1 — Install
Install garak from PyPI.
pip install -U garak - Step 2 — Pick a target
Choose the model or endpoint you want to probe.
# local model or API endpoint — see docs - Step 3 — Run a scan
Launch a probe run per the documentation.
garak --help # see docs for scan commands
// casos de uso
O que você pode criar
- Red-team a chatbot before launch.
- Test a model for jailbreak susceptibility.
- Audit third-party LLM integrations.
- Add security scans to your LLM release process.
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// perguntas frequentes
Perguntas frequentes
Who maintains garak?
It is maintained under NVIDIA at NVIDIA/garak, with 1,349 forks.
Is garak free to use?
Yes. It is released under the Apache-2.0 license, which permits commercial use, modification, and redistribution. Read the LICENSE file for the exact terms.
Do I need a paid API to use it?
Scanning itself is local; you need access to the target model, via API or a local deployment.
How does it compare to other red-teaming tools?
Compare on probe coverage and reporting for the model types you ship.
How do I get started?
Install the package and follow the docs to run your first scan against a test model.
// continue explorando
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Baixe o garak
Grátis e aberto: pegue o código-fonte, dê uma estrela no repositório e comece a criar.