backend/README.md

metadata

title: AndesOps AI Backend
emoji: 🤖
colorFrom: purple
colorTo: blue
sdk: docker
app_port: 7860
startup_duration_timeout: 30m
python_version: 3.11

AndesOps AI - Backend API

Real-time Chilean public procurement market intelligence with AI-powered analysis.

🚀 Features

• Real-time Market Data: Access Mercado Público (Chile's public procurement) API
• Purchase Orders (OC): Monitor purchase orders across Chilean government agencies
• Tender Analysis: AI-powered tender matching and recommendation
• LLM Integration: Powered by Google Gemini, Groq, and Featherless AI
• REST API: Full-featured FastAPI backend

📋 Environment Variables Required

Add these in Settings → Secrets on Hugging Face:

MERCADO_PUBLICO_TICKET=99B4CA8C-C1DF-4E3F-B5CF-C1672D432A91
GEMINI_API_KEY=your_gemini_api_key
GROQ_API_KEY=your_groq_api_key
FEATHERLESS_API_KEY=your_featherless_key
DATABASE_URL=sqlite:///./andesops.db
GEMINI_MODEL=gemini-2.5-flash

🔗 API Endpoints

• GET /api/health - Health check
• GET /api/tenders?keyword=... - Search tenders
• GET /api/tenders/scrape?keyword=... - Scrape Compra Ágil
• GET /api/purchase-orders?date=ddmmaaaa - Get purchase orders
• POST /api/analyze - Analyze tender with AI
• POST /api/company-profile - Save company profile

🔌 CORS Configuration

Automatically enabled for frontend at: https://{user}-andesai-frontend.hf.space

📦 Backend Stack

• Framework: FastAPI 0.109.0
• Database: SQLite (local) / MySQL (production)
• AI Models: Google Gemini, Groq, Featherless
• Web Scraping: httpx, BeautifulSoup4
• Validation: Pydantic v2

🚦 Status

• ✅ Mercado Público API integration
• ✅ Real-time purchase order monitoring
• ✅ Tender scraping (Compra Ágil)
• ✅ AI-powered analysis
• ✅ CORS configured for frontend integration

📞 Support

Part of AndesOps AI - a complete platform for Chilean public procurement intelligence.

Connect with the frontend space for the full application experience.