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deepteam

confident-ai/deepteam

Framework to red team LLMs and AI agents

GraphCanon updated Sep 13, 2026 · GitHub synced Sep 13, 2026

31views this month

2.8k stars449 forksLast push Aug 21, 2026 Python Apache-2.0

Decision brief

DeepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails.

Good fit when

  • When you need a framework specifically designed for red-teaming large language models and AI agents under the Apache-2.0 license.
  • If your project uses Python and focuses on enhancing the security and safety parameters of existing machine learning products.

Avoid when

  • If your team requires proprietary or more restrictive licensing conditions, given DeepTeam operates under an open-source Apache-2.0 license.
  • When you are working with non-Python programming environments as DeepTeam is only supported in Python.
Pricing:
freemium - Free to use and modify under the terms of its Apache 2.0 license, encouraging community contribution and adaptation
Requirements:
Min 4 GB RAM; Requires a Python environment.; No Docker required for operation.

Observed Jul 16, 2026 · Source: enrich:decision_facts

Verify the decision

Maintenance and security

Full trust report
Maintenance
Active (23d since push)
As of Sep 13, 2026
Provenance
Not a fork · Organization account
As of Sep 13, 2026
Security (OSV)
No lockfile
As of Jul 15, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install deepteam
PyPI

Similar tools

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

DeepTeam is designed for assessing the security and safety of large language models and AI agents through a framework that implements guardrails.

Capability facts

CLI
CLI entrypoint

Source: pyproject.toml:[project.scripts] · Sep 13, 2026

Languages
python

Source: github.language+pyproject.toml · Sep 13, 2026

Categories

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 13, 2026)

pip install -U deepteam
Source link

Tags

README

Installation License DeepTeam is licensed under Apache 2.0 see the LICENSE.md file for details.

For agents

This page has a .md twin and JSON over the API.

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