AI prompts
base on Pre-Built Vulnerable Environments Based on Docker-Compose <!-- markdownlint-disable first-line-heading -->
<p align="center">
<a href="https://vulhub.org" target="_blank"><img src=".github/assets/banner.png" alt="Vulhub" height="auto" /></a>
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<a href="https://discord.gg/bQCpZEK" target="_blank"><img src="https://img.shields.io/discord/485505185167179778.svg" alt="Chat on Discord"></a>
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<a href="https://vulhub.org/environments" target="_blank"><img alt="Vulnerabilities count" src="https://img.shields.io/badge/dynamic/json?url=https://vulhub.org/api/statistic&query=%24.environments&label=vulnerabilities"></a>
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Vulhub is an open-source collection of pre-built, ready-to-use vulnerable Docker environments. With just one command you can launch a vulnerable environment for security research, learning, or demonstration, no prior Docker experience required.
[中文版本(Chinese version)](README.zh-cn.md)
## Quick Start
**Install Docker** (example for Ubuntu 24.04):
```bash
# Install the latest version docker
curl -s https://get.docker.com/ | sh
# Run docker service
systemctl start docker
```
For other operating systems, see the [Docker documentation](https://docs.docker.com/).
Although all Vulhub environments are running based on Docker Compose, you no longer need to install docker-compose separately. Instead, you can use the built-in `docker compose` command to start Vulhub environments.
**Download and set up Vulhub:**
```bash
git clone --depth 1 https://github.com/vulhub/vulhub
```
**Launch a vulnerable environment:**
```bash
cd vulhub/langflow/CVE-2025-3248 # Example: enter a vulnerability directory
docker compose up -d
```
Each environment directory contains a detailed **README** with reproduction steps and usage instructions.
**Clean up after testing:**
```bash
docker compose down -v
```
> [!NOTE]
>
> - Use a VPS or VM with at least 1GB RAM for best results
> - The `your-ip` in documentation refers to your host/VPS IP, not the Docker container IP
> - Ensure Docker has permission to access all files in the current directory to avoid permission errors
> - Vulhub currently supports only x86 architectures (not ARM)
> - **All environments are for testing and educational purposes only. Do not use in production!**
## Contributing
If you encounter errors during build or runtime, please first check if they are caused by Docker or related dependencies. If you confirm an issue with a Dockerfile or Vulhub code, submit an issue. See [FAQ](https://vulhub.org/documentation/faq) for troubleshooting tips.
For questions, contact us:
- [Discord](https://discord.gg/bQCpZEK)
- [Twitter](https://twitter.com/vulhub)
Thanks to all [contributors](contributors.md):
[](https://github.com/vulhub/vulhub/graphs/contributors)
## Partners
Our partners and users:
<p>
<a href="https://www.wangan.com/vulhub" target="_blank"><img src="https://vulhub.org/sponsor/wangan.png" width="200"></a>
<a href="https://www.cvebase.com" target="_blank"><img src="https://vulhub.org/sponsor/cvebase.png" width="200"></a>
<a href="https://www.huoxian.cn" target="_blank"><img src="https://vulhub.org/sponsor/huoxian.png" width="200"></a>
<a href="https://www.chaitin.cn" target="_blank"><img src="https://vulhub.org/sponsor/chaitin.png" width="200"></a>
<a href="https://xz.aliyun.com/" target="_blank"><img src="https://vulhub.org/sponsor/aliyun.svg" width="200"></a>
</p>
Sponsor Vulhub on [GitHub Sponsor](https://github.com/sponsors/phith0n), [OpenCollective](https://opencollective.com/vulhub#backer), or [Patreon](https://www.patreon.com/bePatron?u=12677520) 🙏
<p>
<a href="https://github.com/sponsors/phith0n"><img src="https://opencollective.com/vulhub/backers.svg?width=138"></a>
<a href="https://github.com/sponsors/phith0n"><img src="https://opencollective.com/vulhub/sponsors.svg?width=138"></a>
</p>
More ways to [donate](https://vulhub.org/).
## License
Vulhub is licensed under the MIT License. See [LICENSE](LICENSE) for details.
", Assign "at most 3 tags" to the expected json: {"id":"10361","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"