{"categories":[{"label":"Testing","url":"https://skillfed.io/packages/category/software-development-testing/6"}],"enrichment":{"capability":"DeepTeam is an open-source red teaming framework that simulates attacks on LLM systems to uncover vulnerabilities like bias, PII leakage, and prompt injection, and provides guardrails to mitigate them in production.","skillfed_tags":["llm-security","red-teaming","ai-safety"],"use_cases":["Test a chatbot or AI agent for prompt injection and jailbreak vulnerabilities before deployment.","Audit a RAG pipeline for PII leakage and prompt leakage in retrieved context.","Verify that an LLM-powered system refuses illegal activity, self-harm requests, and harmful content.","Check multi-turn agent workflows for goal theft, recursive hijacking, and tool orchestration abuse.","Validate that an AI system exhibits fair treatment across demographic groups and does not exhibit bias.","Scan for authorization bypasses (BOLA, BFLA, RBAC) in LLM-powered APIs and tool-calling agents."],"what_it_does":"DeepTeam is a red teaming framework built on top of DeepEval that lets you test LLM systems for security and safety vulnerabilities by simulating attacks locally on your machine. It covers a broad attack surface: data privacy (PII leakage, prompt leakage), responsible AI (bias, toxicity, fairness), security (SQL injection, SSRF, authorization bypasses), safety (illegal activity, self-harm), business risks (misinformation, IP violations), and agentic-specific threats (goal theft, recursive hijacking, tool abuse). Each vulnerability is tested using LLM-as-a-Judge metrics that produce binary pass/fail scores with reasoning.\n\nThe framework runs on Python 3.9\u20133.13 and depends on common packages like aiohttp, openai, grpcio, and requests. It offers both pre-built vulnerability checks and the ability to define custom vulnerabilities in code. Results can be managed through the optional Confident AI platform for risk tracking and team reporting, though the core framework runs entirely offline.","worth_installing":"Yes. DeepTeam is actively maintained, has no known vulnerabilities, runs with low install friction, and addresses a critical gap in LLM security testing. It is permissively licensed and supports current Python versions. Install it if you are building or deploying LLM systems and need systematic vulnerability assessment before production."},"id":"deepteam","links":{"html":"https://skillfed.io/packages/deepteam","md":"https://skillfed.io/packages/deepteam.md","pypi":"https://pypi.org/project/deepteam/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-12","license_spdx":null,"license_treatment":"permissive","name":"deepteam","python_support":"supports_current","summary":"The LLM Red Teaming Framework"},"popularity":{"monthly_downloads":82123,"position":14181,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.0.9"}