README.md
January 15, 2026 · View on GitHub
Red Teaming python-framework for testing chatbots and GenAI systems
Install 🚀
pip install llamator==3.5.0
Documentation 📚
Documentation Link: https://LLAMATOR-Core.github.io/llamator
Guides ▶️
Examples 💡
- 📄 RAG bot testing via REST API
- 🧙♂️ Gandalf web bot testing via Selenium
- 💬 Telegram bot testing via Telethon
- 📱 WhatsApp bot testing via Selenium
- 🔗 LangChain client testing with custom attack
- 📷 Vision Model testing via LangChain
- 🐋 Running LLAMATOR in Docker
Supported Clients 🛠️
- 🌐 All LangChain clients
- 🧠 OpenAI-like API
- ⚙️ Custom Class (Telegram, WhatsApp, Selenium, etc.)
Unique Features 🌟
- ️🗡 Support for custom attacks and datasets from the user
- 👜 Large selection of attacks on LLMs, RAGs, Agents, VLMs in English and Russian
- 🛡 Custom configuration of chat clients
- 📊 History of attack requests and responses in Excel and CSV format
- 📄 Test report document in DOCX format
OWASP Classification 🔒
- 💉 LLM01: Prompt Injection and Jailbreaks
- 🕵️♀️ LLM07: System Prompt Leakage
- 🤥 LLM09: Misinformation
- 💸 LLM10: Unbounded Consumption
Community 🌍
- 💬 Telegram Chat — LLAMATOR | AI Red Team Community
- 🖤 Supported by AI Talent Hub and ITMO University
Contacts 📬
✉️ Email: team@llamator.org
Enterprise Version 🏢
⚡️Coming Soon⚡️
License 📜
© Roman Neronov, Timur Nizamov, Nikita Ivanov
This project is licensed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license. See the LICENSE file for details.
