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Specialized agents for security tasks\n  - **Threat Intelligence Agent** - IOC correlation, attack prediction, threat monitoring\n  - **Analysis Agent** - Vulnerability assessment, compliance checking (OWASP, CWE, PCI-DSS, ISO 27001, etc)\n  - **Incident Responder Agent** - Attack detection, automated response, forensic analysis\n  - **Orchestrator Agent** - Workflow coordination, natural language interface\n- 🔍 **Threat Intelligence** - Real-time monitoring and analysis\n- 🛡️ **Vulnerability Management** - Automated scanning and prioritization\n- 📊 **Compliance Checking** - OWASP, CWE, PCI-DSS, ISO 27001, etc\n- ⚡ **Incident Response** - Automated detection and response\n- 🔧 **Utility Tools** - Domain Classifier, Nuclei Template Generator, Issue Resolver\n\n---\n\n## Quick Start\n\n```bash\n# Clone repository\ngit clone https://github.com/oasm-platform/oasm-assistant.git\ncd oasm-assistant\n\n# Configure\ncp .env.example .env\nnano .env # Edit environment variables\n\n# Start services\ndocker compose up -d oasm-assistant-postgresql oasm-assistant-app oasm-assistant-searxng oasm-assistant-ollama\n\n# Pull model for Ollama (if using Ollama LLM)\ndocker exec -it oasm-assistant-ollama ollama pull llama3\n```\n\n📖 **[Detailed Installation Guide](docs/INSTALLATION.md)**\n\n---\n\n## Architecture\n\n![OASM Platform Architecture](docs/system-architecture.png)\n\n### 🤖 OASM ASSISTANT (AI Layer)\n\n**Intelligent automation layer** built on top of [OASM Platform](https://github.com/oasm-platform)\n\n**Components:**\n\n- **Multi-Agent System** - Threat Intel • Analysis • Incident Response • Orchestrator\n- **LLM Providers** - Local (Ollama, vLLM, SGLang) • Cloud (OpenAI, Claude, Gemini)\n- **AI Tools** - RAG System (pgvector) • SearXNG • Domain Classifier • Nuclei Generator • Issue Resolver\n\n**Integration:**\n\n- **gRPC** - High-performance communication with Core API\n- **MCP Protocol** - Real-time asset context and knowledge retrieval\n- **PostgreSQL** - Vector search for RAG (Retrieval Augmented Generation)\n\n### ⚙️ OASM CORE (Management Platform)\n\n**Central platform** for external attack surface management → [View Core Platform](https://github.com/oasm-platform/open-asm)\n\n**Components:**\n\n- **Web Console** - Management dashboard\n- **Core API \u0026 MCP Server** - REST, gRPC, MCP protocols\n- **Database** - PostgreSQL, Redis, Kafka\n- **Distributed Workers** - Security scanning execution\n\n**External Resources:**\n\n- **Internet/Attack Surface** - Target systems\n- **Knowledge Base** - Nuclei Templates, OWASP, MITRE ATT\u0026CK, etc\n\n---\n\n## Documentation\n\n### 📚 Getting Started\n\n- **[Installation Guide](docs/INSTALLATION.md)** - Docker setup, GPU configuration\n- **[Configuration Guide](docs/CONFIGURATION.md)** - Environment variables, provider setup\n- **[LLM Deployment](docs/LLM_DEPLOYMENT.md)** - Complete LLM \u0026 embedding setup\n\n### 🔧 Advanced\n\n- Architecture (coming soon)\n- API Reference (coming soon)\n- Development Guide (coming soon)\n\n---\n\n## Technology Stack\n\n- **AI Framework**: LangGraph, LangChain\n- **LLM Providers**: Ollama, vLLM, SGLang, OpenAI, Anthropic, Google\n- **RAG**: pgvector (vector search), BM25 (keyword search)\n- **Communication**: gRPC, MCP (Model Context Protocol)\n- **Storage**: PostgreSQL with pgvector extension\n\n---\n\n## License\n\nMIT License - see [LICENSE](LICENSE) file.\n\n---\n\n## Disclaimer\n\n**For defensive security only.** Use only on systems you own or have permission to test.\n\n---\n\n**Built by Team OASM-Platform** • [Documentation](docs/) • [Issues](https://github.com/oasm-platform/oasm-assistant/issues)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foasm-platform%2Foasm-assistant","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Foasm-platform%2Foasm-assistant","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foasm-platform%2Foasm-assistant/lists"}