🧠 Forge Intelligence — BI Platform MVP

FastAPI backend for an AI-powered Business Intelligence platform. Ingest data, ask questions in plain English, get forecasts, and catch anomalies — automatically.

✨ Features

• 💬 Natural language queries — ask your data questions in plain English, get SQL + results
• 📈 Forecasting — time-series predictions using statistical models
• 🚨 Anomaly detection — automated flagging of unusual data patterns
• 📊 Automated reports — scheduled email reports with visualizations
• 🔍 Vector search — semantic search across your data using pgvector embeddings
• ⚡ Real-time ingestion — REST API for streaming data from any source

🚀 Quick Start

git clone https://github.com/unn-known1/mvp-launch-api.git
cd mvp-launch-api
pip install -r requirements.txt
uvicorn app.main:app --reload

Open http://localhost:8000/docs for the interactive API docs.

🔌 Key Endpoints

POST /ingest          — Stream data into the platform
POST /query          — Natural language query → SQL + results
GET  /forecast/{metric}  — Get forecasts for a metric
GET  /anomalies      — Pull detected anomalies
GET  /reports        — List scheduled reports
POST /reports        — Create a new scheduled report

🏗️ Stack

• Backend: FastAPI + Python 3.11+
• Database: PostgreSQL + pgvector (vector embeddings)
• AI/ML: scikit-learn (forecasting), LLM integration (NL query)
• Frontend: React + TypeScript (separate repo)

💡 Use Cases

• BI dashboards that non-technical stakeholders can actually use
• Automated anomaly alerting (fraud, data quality issues, drops)
• Business metric forecasting without a data science team
• Self-serve reporting without SQL knowledge

⭐ If this helped you, star the repo!

MIT License — built with 💻 by Gaurang Patel