[{"data":1,"prerenderedAt":4},["ShallowReactive",2],{"readme:pentagi":3},"\u003Ch1>PentAGI\u003C\u002Fh1>\n\u003Cdiv align=\"center\">\n    \u003Cstrong>P\u003C\u002Fstrong>enetration testing \u003Cstrong>A\u003C\u002Fstrong>rtificial \u003Cstrong>G\u003C\u002Fstrong>eneral \u003Cstrong>I\u003C\u002Fstrong>ntelligence\n\u003C\u002Fdiv>\n\u003Cbr \u002F>\n\u003Cdiv align=\"center\">\u003Cblockquote>\n\u003Cp>\u003Cstrong>Join the Community!\u003C\u002Fstrong> Connect with security researchers, AI enthusiasts, and fellow ethical hackers. Get support, share insights, and stay updated with the latest PentAGI developments.\u003C\u002Fp>\n\u003C\u002Fblockquote>\n\u003Cp>\u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002F2xrMh7qX6m\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDiscord-7289DA?logo=discord&logoColor=white\" alt=\"Discord\" \u002F>\u003C\u002Fa>⠀\u003Ca href=\"https:\u002F\u002Ft.me\u002F+Ka9i6CNwe71hMWQy\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FTelegram-2CA5E0?logo=telegram&logoColor=white\" alt=\"Telegram\" \u002F>\u003C\u002Fa>\u003C\u002Fp>\n\u003Cp>\u003Ca href=\"https:\u002F\u002Ftrendshift.io\u002Frepositories\u002F15161\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Ftrendshift.io\u002Fapi\u002Fbadge\u002Frepositories\u002F15161\" alt=\"vxcontrol%2Fpentagi | Trendshift\" width=\"250\" height=\"55\" \u002F>\u003C\u002Fa>\u003C\u002Fp>\n\u003C\u002Fdiv>\u003Ch2>Table of Contents\u003C\u002Fh2>\n\u003Cul>\n\u003Cli>\u003Ca href=\"#overview\" rel=\"nofollow ugc noopener\">Overview\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#features\" rel=\"nofollow ugc noopener\">Features\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#architecture\" rel=\"nofollow ugc noopener\">Architecture\u003C\u002Fa>\u003Cul>\n\u003Cli>\u003Ca href=\"#advanced-agent-supervision\" rel=\"nofollow ugc noopener\">Agent Supervision\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#quick-start\" rel=\"nofollow ugc noopener\">Quick Start\u003C\u002Fa>\u003Cul>\n\u003Cli>\u003Ca href=\"#giving-agents-docker-without-giving-away-the-host\" rel=\"nofollow ugc noopener\">Agent Docker Access\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#running-several-instances-tenant_id\" rel=\"nofollow ugc noopener\">Running Several Instances\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#how-to-use-pentagi-after-login\" rel=\"nofollow ugc noopener\">How to Use PentAGI After Login\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#api-access\" rel=\"nofollow ugc noopener\">API Access\u003C\u002Fa>\u003Cul>\n\u003Cli>\u003Ca href=\"#custom-llm-provider-configuration\" rel=\"nofollow ugc noopener\">LLM Provider Configuration\u003C\u002Fa>\u003Cul>\n\u003Cli>\u003Ca href=\"#ollama-provider-configuration\" rel=\"nofollow ugc noopener\">Ollama\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#openai-provider-configuration\" rel=\"nofollow ugc noopener\">OpenAI\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#anthropic-provider-configuration\" rel=\"nofollow ugc noopener\">Anthropic\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#google-ai-gemini-provider-configuration\" rel=\"nofollow ugc noopener\">Google AI (Gemini)\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#aws-bedrock-provider-configuration\" rel=\"nofollow ugc noopener\">AWS Bedrock\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#deepseek-provider-configuration\" rel=\"nofollow ugc noopener\">DeepSeek\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#glm-provider-configuration\" rel=\"nofollow ugc noopener\">GLM\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#kimi-provider-configuration\" rel=\"nofollow ugc noopener\">Kimi\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#qwen-provider-configuration\" rel=\"nofollow ugc noopener\">Qwen\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#minimax-provider-configuration\" rel=\"nofollow ugc noopener\">MiniMax\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003C\u002Fli>\n\u003C\u002Ful>\n\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#advanced-setup\" rel=\"nofollow ugc noopener\">Advanced Setup\u003C\u002Fa>\u003Cul>\n\u003Cli>\u003Ca href=\"#langfuse-integration\" rel=\"nofollow ugc noopener\">Langfuse Integration\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#monitoring-and-observability\" rel=\"nofollow ugc noopener\">Monitoring and Observability\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#knowledge-graph-integration-graphiti\" rel=\"nofollow ugc noopener\">Knowledge Graph (Graphiti)\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#github-and-google-oauth-integration\" rel=\"nofollow ugc noopener\">OAuth Integration\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#docker-image-configuration\" rel=\"nofollow ugc noopener\">Docker Image Configuration\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#development\" rel=\"nofollow ugc noopener\">Development\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#testing-llm-agents\" rel=\"nofollow ugc noopener\">Testing LLM Agents\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#embedding-configuration-and-testing\" rel=\"nofollow ugc noopener\">Embedding Configuration and Testing\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#function-testing-with-ftester\" rel=\"nofollow ugc noopener\">Function Testing with ftester\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#building\" rel=\"nofollow ugc noopener\">Building\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#credits\" rel=\"nofollow ugc noopener\">Credits\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#license\" rel=\"nofollow ugc noopener\">License\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2>Overview\u003C\u002Fh2>\n\u003Cp>PentAGI is an innovative tool for automated security testing that leverages cutting-edge artificial intelligence technologies. The project is designed for information security professionals, researchers, and enthusiasts who need a powerful and flexible solution for conducting penetration tests.\u003C\u002Fp>\n\u003Cp>You can watch the video \u003Cstrong>PentAGI overview\u003C\u002Fstrong>:\n\u003Ca href=\"https:\u002F\u002Fyoutu.be\u002FR70x5Ddzs1o\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F0828dc3e-15f1-4a1d-858e-9696a146e478\" alt=\"PentAGI Overview Video\" \u002F>\u003C\u002Fa>\u003C\u002Fp>\n\u003Ch2>Features\u003C\u002Fh2>\n\u003Cul>\n\u003Cli>Secure & Isolated. All operations are performed in a sandboxed Docker environment with complete isolation.\u003C\u002Fli>\n\u003Cli>Fully Autonomous. AI-powered agent that automatically determines and executes penetration testing steps with optional execution monitoring and intelligent task planning for enhanced reliability.\u003C\u002Fli>\n\u003Cli>Professional Pentesting Tools. Built-in suite of 20+ professional security tools including nmap, metasploit, sqlmap, and more.\u003C\u002Fli>\n\u003Cli>Smart Memory System. Long-term storage of research results and successful approaches for future use.\u003C\u002Fli>\n\u003Cli>Optional Knowledge Graph Integration. Graphiti-powered knowledge graph using Neo4j for semantic relationship tracking and advanced context understanding.\u003C\u002Fli>\n\u003Cli>Web Intelligence. Built-in browser via \u003Ca href=\"https:\u002F\u002Fhub.docker.com\u002Fr\u002Fvxcontrol\u002Fscraper\" rel=\"nofollow ugc noopener\">scraper\u003C\u002Fa> for gathering latest information from web sources.\u003C\u002Fli>\n\u003Cli>External Search Systems. Integration with advanced search APIs including \u003Ca href=\"https:\u002F\u002Ftavily.com\" rel=\"nofollow ugc noopener\">Tavily\u003C\u002Fa>, [Firecr\u003C\u002Fli>\n\u003C\u002Ful>\n",1786232077841]