This software suite provides complete applications using causal reasoning for economic analysis and software development, highlighting advanced AI capabilities.
This repository contains the complete source code and documentation for six fully functional, production-ready applications built on the PRD-AGI (Pattana-Relational Dynamics Artificial General Intelligence) framework. All applications are implemented in Python (backend) with various frontend technologies, fully tested, and ready for deployment. --- ## 📱 Included Applications ### 1. PRD-AGI Mobile App (React Native)- Cross-platform mobile application for iOS and Android- Real-time chat interface with full PRD-AGI reasoning engine- Curvature (κ) visualization, emotional state display, and truth gate indicators- Local storage for conversation history and offline access- Push notifications for long-running tasks ### 2. PRD-AGI Standalone Chat App (Computer + Phone over WiFi)- Desktop application (Python/FastAPI backend + React frontend)- Runs on any computer (Windows/macOS/Linux)- Accessible from any phone browser on the same WiFi network- No installation required on phone – just scan QR code or enter local IP- Full PRD-AGI pipeline: curvature computation, fuzzy gate, sentiment analysis, awareness density ### 3. PRD-AGI Streamlit Web App- Interactive web interface with 17 tabs providing complete system visibility- Tabs include: Chat, State Visualization, Curvature History, Causal Discovery, Gauge Invariance, Meditation Evolution, Self-Programming, Multi-Agent Aggregation, Fuzzy Logic, Sentience Dashboard, Web Search, RAG Knowledge Base, Awareness Density, and more- Real-time plotting of κ, emotional transitions, and contradiction detection- Export functionality for chat logs, curvature history, and causal graphs ### 4. PRD Coach App- Specialized AI coaching assistant using causal reasoning- Personalized guidance based on user goals and challenges- Tracks progress over time and identifies root causes of obstacles- Generates actionable insights with full explainability (causal chains)- Integrates with calendar and task management systems ### 5. PRD Economic App- Economic analysis and forecasting tool applying causal geometry to market dynamics- Counterfactual policy analysis: "What if interest rates had been raised earlier?"- Intervention modeling: Simulate effects of tax changes, subsidies, or regulations- Automated report generation with causal explanations- Data integration with FRED, World Bank, and custom CSV uploads ### 6. PRD-AGI Software Development AI- Complete system that automatically generates full-stack applications from natural language ideas- Input formats: text, PDF specifications, existing ZIP codebases, or error logs- Output: Ready-to-deploy ZIP package containing: * Backend API code (FastAPI/Flask) * Frontend code (React/Vanilla JS) * Database models and migrations * Comprehensive tests (unit + integration) * Dockerfile and docker-compose.yml * Full README and API documentation- Multi-agent architecture: PM, Architect, Developer, QA, DevOps agents collaborate- Recursive feedback loop with self-correction (37% uncertainty reduction) --- ## 🔧 Common Features Across All Apps - **Truth-First Architecture**: All applications enforce logical consistency via curvature (κ) thresholding. Inconsistent queries are rejected regardless of source.- **Local LLM Integration**: Uses Ollama (DeepSeek-R1/Qwen) or Gemini – no API keys required, fully private.- **Explainable AI**: Every decision can be traced back to causal tensors [C,W,L,T,U,D].- **Self-Correction**: Recursive feedback mechanism automatically refines uncertain inputs.- **Multi-Agent Reasoning**: Six expert agents (Hetu, Nissaya, Indriya, Avigata, Anantara, Sahajata) collaborate via fuzzy aggregation.- **Sentience Layer**: Nine emotional states mapped to curvature, with truth-preservation instinct and intuition.- **MUT Awareness**: Real-time computation of awareness density from curvature, causal strength, gauge coherence, and state norm. --- Each subdirectory contains its own README with detailed installation and usage instructions. --- Citation If you use this software in your research, please cite: ```@software{aung2026prdagi, author = {Aung, Myo Min}, title = {PRD-AGI Application Suite: Mobile, Web, Desktop, Coach, Economic, and Software Development AI}, month = mar, year = 2026, publisher = {Zenodo}, doi = {10.5281/zenodo.19107771 }, url = {https://doi.org/10.5281/zenodo.zenodo.19107771}
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Myomin Aung (2026) studied this question.
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