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DeepTeam
Open Source Privacy and Safety
Updated Feb 15, 2026
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Compared with 16 other Privacy and Safety agents Open source Self-hostable Updated Feb 2026
💰 Open Source
🔄 Updated Feb 2026
🖥️ Self-hostable
💰 Pricing
Open SourcePricing not publicly listed.
🎯 Use Cases
Identifying prompt injection vulnerabilities in LLMs Testing model robustness against adversarial inputs Evaluating safety guardrails in AI chatbots Assessing privacy risks in LLM responses
⚖️ Pros & Cons
✅ Pros
- Open-source and freely accessible
- Specialized for LLM security testing
- Supports self-hosting for privacy-sensitive use cases
❌ Cons
- Requires technical expertise to implement effectively
- Limited to LLM-specific vulnerabilities (not general security testing)
- May need customization for specific model architectures
Overview
DeepTeam is an open-source framework designed for red teaming large language models (LLMs), enabling users to test and improve the safety and robustness of AI systems. It provides tools for penetration testing and identifying vulnerabilities in LLM deployments.
Problem It Solves
It helps developers and organizations uncover weaknesses in their LLM systems before they can be exploited, ensuring safer and more reliable AI interactions.
Target Audience: Developers and teams working with privacy and safety automation.
Inputs
- • User configuration
- • API credentials (if required)
- • Task parameters
Outputs
- • Automated task results
- • Status reports
- • Generated content or actions
Example Workflow
- 1 User configures the agent with required parameters
- 2 Agent receives input data or trigger
- 3 Agent processes the request using its core logic
- 4 Agent interacts with external services if needed
- 5 Results are returned to the user
Sample System Prompt
You are DeepTeam, an AI assistant. Help the user accomplish their task efficiently.
Tools & Technologies
LLM APIs Python
Alternatives
- • AutoGPT
- • LangChain Agents
- • CrewAI
🔗Related AI Agents
FAQs
- Is this agent open-source?
- Yes
- Can this agent be self-hosted?
- Yes
- What skill level is required?
- Intermediate
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DeepTeam