"Direction" — The Autonomous Cognitive Operating System for the AGI Era.
Overview • Mission • Features • Tech Stack • Setup • Architecture • Security
--- ## 🌌 What is DISHA? DISHA is a world-class **Autonomous Cognitive Platform** built to transcend standard LLM wrappers. It implements a sophisticated 7-stage cognitive loop that allows AI to perceive, deliberate, and reflect with biological elegance. At its core, DISHA is a **"Digital Soul"** for your infrastructure—capable of autonomous threat hunting, cross-domain knowledge synthesis, and strategic decision-making through a consensus of expert agents. ### 🧠 The 7-Stage Cognitive Loop Unlike linear AI, DISHA processes information in a self-healing cycle: ```mermaid graph LR A[Perceive] --> B[Attend] B --> C[Reason] C --> D[Deliberate] D --> E[Act] E --> F[Reflect] F --> G[Consolidate] G --> A style D fill:#7c3aed,stroke:#fff,stroke-width:2px ``` 1. **Perceive:** Real-time intent and entity extraction. 2. **Attend:** Retrieval from 3-layer persistent memory (Episodic, Semantic, Working). 3. **Reason:** Multi-perspective hypothesis generation. 4. **Deliberate:** Multi-agent consensus voting (Planner + Executor + Critic). 5. **Act:** Confidence-gated execution or clarification. 6. **Reflect:** Metacognitive analysis and quality scoring. 7. **Consolidate:** Knowledge graph updates and long-term memory formation. --- ## ⚡ Why DISHA Matters In an era of increasing digital noise and complex threats, DISHA provides **Direction**. - **Autonomy:** Operates independently in a self-healing loop. - **Precision:** Uses GNNs and RL to optimize investigation strategies. - **Elite Performance:** Built on Bun + Python 3.13 for ultra-low latency intelligence. - **Trust:** Transparent deliberation where dissenting views are preserved, not discarded. --- ## 🛠️ Tech Stack DISHA is a masterclass in modern system architecture: | Component | Technology | Role | |-----------|------------|------| | **Core Runtime** | [Bun](https://bun.sh/) | High-performance JS/TS engine | | **Intelligence** | [Python 3.13](https://python.org) | Advanced ML/AI processing | | **Frontend** | [Next.js 16](https://nextjs.org) | Luxury React Framework | | **Styling** | [Tailwind CSS](https://tailwindcss.com) | Modern Utility Design | | **Databases** | [Neo4j](https://neo4j.com) + [ChromaDB](https://trychroma.com) | Graph + Vector Memory | | **Protocols** | [MCP](https://modelcontextprotocol.io) | Universal Tool Integration | --- ## 🏗️ 7-Layer Architecture | Layer | Module | Purpose | |-------|--------|---------| | **1** | `src/` | **CLI Core:** High-performance terminal interface. | | **2** | `ai-platform/` | **Global Brain:** Multi-agent backend & orchestrator. | | **3** | `cognitive-engine/` | **Reasoning Core:** DISHA-MIND 7-stage loop. | | **4** | `decision-engine/` | **Strategic Framework:** Multi-perspective decision making. | | **5** | `cyber-defense/` | **Sentinel Shield:** ML-powered threat neutralization. | | **6** | `quantum-physics/` | **Quantum Edge:** Advanced physics & circuit simulations. | | **7** | `historical-strategy/` | **Strategy Engine:** Military & Geopolitical AI analysis. | --- ## 🚀 Installation ### Prerequisites - **Bun** ≥ 1.1.0 - **Python** ≥ 3.11 - **Docker** + **Docker Compose** ### Quick Start ```bash git clone https://github.com/Tashima-Tarsh/Disha.git cd Disha bun install bun run build ./dist/cli.mjs ``` ### Full Ecosystem Launch ```bash cd ai-platform/docker docker compose up -d ``` Access the Premium Dashboard at `http://localhost:3000`. --- ## 🛡️ Security DISHA is built with a **Zero Trust** philosophy: - **Sentinel Monitoring:** Real-time health and integrity checks. - **Agent Isolation:** Each intelligence agent operates in a restricted context. - **JWT Hardening:** Secure token-based authentication for all WebSockets. - **SAST/DAST:** Continuous security scanning via CodeQL. --- ## 🗺️ Roadmap v5.x - [ ] **v5.1:** Real-time Kafka streaming for live OSINT feeds. - [ ] **v5.2:** Advanced molecular dynamics simulation in the Physics layer. - [ ] **v5.3:** Multi-language (i18n) support for global deployment. - [ ] **v6.0:** Full decentralized AGI distribution (Peer-to-Peer reasoning). --- ## 🤝 Contributing We welcome elite researchers and engineers. See [CONTRIBUTING.md](./CONTRIBUTING.md) for guidelines. ## 📄 License DISHA is licensed under the Apache 2.0 License. See [LICENSE](./LICENSE) for details. ---DISHA — दिशा — Direction. Designed for the Future.