Comparison
deepteam vs ai-guide
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。.
Markdown twin · deepteam alternatives · ai-guide alternatives
GraphCanon updated Sep 13, 2026
11views this month
vs
Trust & integrity
| Signal | deepteam | ai-guide |
|---|---|---|
| Maintenance | Active (23d since push) As of Sep 13, 2026 · github_public_v1 | Active (10d since push) As of Aug 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 13, 2026 · github_public_v1 | Not a fork · Personal account As of Aug 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- deepteam
- Framework to red team LLMs and AI agents
- ai-guide
- 免费开放的AI知识共享平台
Stars
- deepteam
- 2.8k
- ai-guide
- 19k
Forks
- deepteam
- 449
- ai-guide
- 2.1k
Open issues
- deepteam
- 64
- ai-guide
- 5
Language
- deepteam
- Python
- ai-guide
- JavaScript
Adopt for
- deepteam
- DeepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails.
- ai-guide
- 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
- deepteam
- -
- ai-guide
- -
Runtime
- deepteam
- -
- ai-guide
- -
License
- deepteam
- Apache-2.0
- ai-guide
- (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。
Last pushed
- deepteam
- Aug 21, 2026
- ai-guide
- Aug 7, 2026
Categories
- deepteam
- Evaluation & Observability
- ai-guide
- Developer Tools, Evaluation & Observability, Inference & Serving, LLM Frameworks, Model Training
Trust and health
Days since push
- deepteam
- 23d
- ai-guide
- 10d
Open issues (now)
- deepteam
- 64
- ai-guide
- 5
Stars delta
- deepteam
- +388 (30d)
- ai-guide
- +1.4k (30d)
Open issues delta
- deepteam
- +11 (30d)
- ai-guide
- +1 (30d)
Owner type
- deepteam
- Organization
- ai-guide
- User
Full report
- deepteam
- Trust report
- ai-guide
- Trust report
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.
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.
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 ai-guide
- ，，AI Guide，。
- AI，，。。
- ，、。AI Guide，。
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (confident-ai/deepteam) · observed Sep 13, 2026
- GitHub forks (confident-ai/deepteam) · observed Sep 13, 2026
- Last push (confident-ai/deepteam) · observed Aug 21, 2026
- License file (Apache-2.0) · observed Sep 13, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (liyupi/ai-guide) · observed Aug 18, 2026
- GitHub forks (liyupi/ai-guide) · observed Aug 18, 2026
- Last push (liyupi/ai-guide) · observed Aug 7, 2026
- License file (unknown) · observed Aug 18, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: deepteam 2.8k · ai-guide 19k (synced Sep 13, 2026).
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 and ai-guide alternatives (deepteam markdown twin, ai-guide markdown twin), 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 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; ai-guide trust report.