--- title: "deepteam vs ai-guide" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/confident-ai-deepteam-vs-liyupi-ai-guide" tools: ["confident-ai-deepteam", "liyupi-ai-guide"] --- # deepteam vs ai-guide *GraphCanon updated Sep 20, 2026* ## Verdict Pick deepteam if deepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails; pick ai-guide if aI Guide 是一个免费开放的AI知识共享平台，提供从零基础入门到进阶学习的一系列资源与教程。它不仅涵盖了许多热门AI工具及框架的学习指南，还提供了实战项目和变现策略指导。使用AI Guide时，考虑其内容的专业性和广泛性可能会对其目标用户产生重大影响。. [deepteam](https://trydeepteam.com) reports 2.8k GitHub stars, 449 forks, and 64 open issues, last pushed Aug 21, 2026. [ai-guide](https://ai.codefather.cn) has 19k stars, 2.1k forks, and 5 open issues, last pushed Aug 7, 2026. Figures are from public GitHub metadata via [deepteam's repository](https://github.com/confident-ai/deepteam) and [ai-guide's repository](https://github.com/liyupi/ai-guide). | | [deepteam](/tools/confident-ai-deepteam.md) | [ai-guide](/tools/liyupi-ai-guide.md) | | --- | --- | --- | | Tagline | Framework to red team LLMs and AI agents | 免费开放的AI知识共享平台 | | Stars | 2,789 | 18,766 | | Forks | 449 | 2,127 | | Open issues | 64 | 5 | | Language | Python | JavaScript | | Adopt for | DeepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails. | AI Guide 是一个免费开放的AI知识共享平台，提供从零基础入门到进阶学习的一系列资源与教程。它不仅涵盖了许多热门AI工具及框架的学习指南，还提供了实战项目和变现策略指导。使用AI Guide时，考虑其内容的专业性和广泛性可能会对其目标用户产生重大影响。 | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | (未知)，这意味着用户可以使用该平台上的内容，但具体使用权限如修改和分发受未提及的许可证条款限制。 | | Categories | Evaluation & Observability | Developer Tools, Evaluation & Observability, Inference & Serving, LLM Frameworks, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [deepteam](/tools/confident-ai-deepteam.md) | [ai-guide](/tools/liyupi-ai-guide.md) | | --- | --- | --- | | Days since push | 23d | 10d | | Open issues (now) | 64 | 5 | | Stars delta | +388 (30d) | +1.4k (30d) | | Open issues delta | +11 (30d) | +1 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/confident-ai-deepteam/trust.md) | [trust report](/tools/liyupi-ai-guide/trust.md) | ## Decision facts: deepteam - **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. - **Adopt for:** DeepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails. ## Decision facts: ai-guide - **Pricing:** freemium - AI Guide主要提供免费资源与教程。虽然部分内容可能支持捐赠或付费会员服务的形式，但其核心价值主张是为广大用户提供开放且全面的知识入口。 - **Adopt for:** AI Guide 是一个免费开放的AI知识共享平台，提供从零基础入门到进阶学习的一系列资源与教程。它不仅涵盖了许多热门AI工具及框架的学习指南，还提供了实战项目和变现策略指导。使用AI Guide时，考虑其内容的专业性和广泛性可能会对其目标用户产生重大影响。 - **License detail:** (未知)，这意味着用户可以使用该平台上的内容，但具体使用权限如修改和分发受未提及的许可证条款限制。 ## Choose when ### Choose deepteam if… - deepteam is primarily Python; ai-guide is JavaScript. - Pricing: 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.. - Tags unique to deepteam: apache 2.0, llm-guardrails, llm-red-teaming, llm-safety. - When you need a framework specifically designed for red-teaming large language models and AI agents under the Apache-2.0 license. ### Choose ai-guide if… - ai-guide is primarily JavaScript; deepteam is Python. - Pricing: AI Guide主要提供免费资源与教程。虽然部分内容可能支持捐赠或付费会员服务的形式，但其核心价值主张是为广大用户提供开放且全面的知识入口。. - Tags unique to ai-guide: ai, artificial-intelligence, chatgpt, claude. - Also covers Developer Tools, Inference & Serving, LLM Frameworks, Model Training. - 你需要全面、免费的AI知识和技术入门时。作为一个完全开放的知识平台，无论你的技术水平如何，都可以在这里找到适合自己的学习路径和资源。 ## When NOT to use deepteam - 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. ## When NOT to use ai-guide - ，，AI Guide，。 - AI，，。。 - ，、。AI Guide，。 ## Common questions ### What is the difference between deepteam and ai-guide? deepteam: Framework to red team LLMs and AI agents. ai-guide: 免费开放的AI知识共享平台. See the comparison table for live GitHub stats and shared categories. ### When should I choose deepteam over ai-guide? Choose deepteam over ai-guide when deepteam is primarily Python; ai-guide is JavaScript; Pricing: 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.; Tags unique to deepteam: apache 2.0, llm-guardrails, llm-red-teaming, llm-safety; When you need a framework specifically designed for red-teaming large language models and AI agents under the Apache-2.0 license. ### When should I choose ai-guide over deepteam? Choose ai-guide over deepteam when ai-guide is primarily JavaScript; deepteam is Python; Pricing: AI Guide主要提供免费资源与教程。虽然部分内容可能支持捐赠或付费会员服务的形式，但其核心价值主张是为广大用户提供开放且全面的知识入口。; Tags unique to ai-guide: ai, artificial-intelligence, chatgpt, claude; Also covers Developer Tools, Inference & Serving, LLM Frameworks, Model Training; 你需要全面、免费的AI知识和技术入门时。作为一个完全开放的知识平台，无论你的技术水平如何，都可以在这里找到适合自己的学习路径和资源。. ### When should I avoid deepteam? 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. ### When should I avoid ai-guide? ，，AI Guide，。 AI，，。。 ，、。AI Guide，。 ### Is deepteam or ai-guide more popular on GitHub? ai-guide has more GitHub stars (18,766 vs 2,789). Stars measure visibility, not whether either tool fits your constraints. ### Are deepteam and ai-guide open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to deepteam or ai-guide? GraphCanon lists graph-backed alternatives at [deepteam alternatives](/tools/confident-ai-deepteam/alternatives) and [ai-guide alternatives](/tools/liyupi-ai-guide/alternatives) ([deepteam markdown twin](/tools/confident-ai-deepteam/alternatives.md), [ai-guide markdown twin](/tools/liyupi-ai-guide/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/confident-ai-deepteam-vs-liyupi-ai-guide.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, deepteam or ai-guide? deepteam: Active. ai-guide: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for deepteam and ai-guide? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [deepteam trust report](/tools/confident-ai-deepteam/trust); [ai-guide trust report](/tools/liyupi-ai-guide/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=confident-ai-deepteam`](/api/graphcanon/graph?tool=confident-ai-deepteam) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_