README.md

metadata

title: DeltaMind
emoji: 🧠
colorFrom: red
colorTo: blue
sdk: docker
app_port: 7860
pinned: false

🧠 DeltaMind — AI Operational Intelligence

Renaissance Africa Energy | Innovation Week 2026 | Challenge 4

DeltaMind is an agentic AI platform designed for real-time operational intelligence, predictive maintenance, and regulatory compliance across 18 Oil Mining Leases (OMLs) in the Niger Delta.

🏗️ Architecture

• Cloud LLM: Groq API (Llama 3.3 70B) for complex reasoning.
• Local LLM: LM Studio (Qwen 2.5) for privacy-first, offline queries.
• RAG Engine: ChromaDB for semantic search over SOPs and NUPRC regulations.
• ML Models: Scikit-learn Isolation Forest (Anomaly) & Gradient Boosting (Predictive Maintenance).
• Backend: FastAPI, APScheduler, SQLite.
• Frontend: Vanilla JS, Tailwind CSS, Leaflet.js, Chart.js.

🚀 Running Locally

1. pip install -r requirements.txt
2. uvicorn app.main:app --host 0.0.0.0 --port 7860