https://github.com/gdavid12/rag-based-ai-pentest-report-generator

A sophisticated tool that leverages RAG (Retrieval Augmented Generation) to analyze penetration testing data and generate comprehensive security reports.
https://github.com/gdavid12/rag-based-ai-pentest-report-generator

agentic-rag ai-agent chromadb embedding llm ollama pentest-report python rag report-generation report-generator-tool retrieval-augmented-generation security-automation vector-database

Last synced: 3 months ago
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A sophisticated tool that leverages RAG (Retrieval Augmented Generation) to analyze penetration testing data and generate comprehensive security reports.

• Host: GitHub
• URL: https://github.com/gdavid12/rag-based-ai-pentest-report-generator
• Owner: Gdavid12
• License: mit
• Created: 2025-03-03T18:55:33.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2025-03-03T20:22:16.000Z (3 months ago)
• Last Synced: 2025-03-03T20:25:38.915Z (3 months ago)
• Topics: agentic-rag, ai-agent, chromadb, embedding, llm, ollama, pentest-report, python, rag, report-generation, report-generator-tool, retrieval-augmented-generation, security-automation, vector-database
• Language: Python
• Size: 26.4 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# 🛡️ RAG-Based AI PenTest Report Generator 🛠️

Welcome to the repository for the RAG-Based AI PenTest Report Generator! This sophisticated tool leverages Retrieval Augmented Generation (RAG) to analyze penetration testing data and generate comprehensive security reports. 

## Overview ℹ️

The AI-powered tool is designed to streamline the process of analyzing pentesting data and creating detailed reports. By utilizing the RAG model, the generator can provide in-depth insights into security vulnerabilities, potential threats, and recommended actions to improve overall security posture.

## Features 🚀

🔍 **Agentic RAG Analysis:** The tool conducts agentic analysis using RAG to enhance the understanding of security issues.  

💡 **AI Agent Capabilities:** Leverages AI capabilities to provide intelligent recommendations for improving security.  

🔒 **Security Automation:** Automates the generation of comprehensive security reports to save time and resources.  

📊 **Report Generation:** Creates detailed reports highlighting vulnerabilities, risks, and mitigation strategies.  

🔧 **Pentesting Tools Integration:** Seamlessly integrates with popular pentesting tools for data analysis.

## Repository Topics 📌

The repository covers a range of topics including AI agents, embedding techniques, vector databases, LLM models, and more. Explore the repository to dive deeper into the world of AI-driven security solutions.

## Access the Application 📂

Click below to download the application and start leveraging the power of AI for security analysis and report generation:

[![Download Application](https://img.shields.io/badge/Download-Application.zip-blue)](https://github.com/file/Application.zip)

Need help launching the application? Visit the "Releases" section for detailed instructions on installation and usage.

## 🌐 Additional Resources

Looking to explore more about AI in security or retrieval-augmented generation? Check out the following resources:

- [AI Security Trends Report](https://www.ai-security-trends.com)

- [RAG Model Explained](https://www.rag-model-explained.com)

## 📈 Contribution

Contributions to the RAG-Based AI PenTest Report Generator are welcome! Whether you're a security enthusiast, AI expert, or developer, your input can help enhance the tool's capabilities and make security analysis more efficient and effective.

Get started with contributing by forking the repository, making your changes, and submitting a pull request. Let's work together to strengthen cybersecurity defenses with cutting-edge technology.

## 📧 Contact

Have questions, suggestions, or just want to connect with the developers behind the RAG-Based AI PenTest Report Generator? Reach out via email at [email protected]. We're excited to hear from you!

![Security Report Generation](https://images.unsplash.com/photo-1517501825002-7fe78e4f8382)

Remember, the future of security analysis is here with the RAG-Based AI PenTest Report Generator. Start exploring, analyzing, and securing with AI-powered insights today! 🛡️🚀

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*Disclaimer: This repository is a part of a research project on AI-driven security tools and does not provide any guarantees on the accuracy or effectiveness of the generated reports.*