aladinbajra/legal_ai_kosova

# Kosovo Legal AI Legal research assistant for the Kosovo Official Gazette corpus. Ask questions in Albanian, Serbian, or English — get cited, article-level answers drawn from 1,040 indexed laws. ## Stack - **Backend** — FastAPI, LangGraph, Qdrant, OpenAI GPT-4o - **Frontend** — Next.js 15, Tailwind CSS - **Search** — Dense (text-embedding-3-large) + sparse (SPLADE) hybrid with RRF fusion - **Ingestion** — Playwright scraper → PyMuPDF/Docling → chunker → embedder → APScheduler daily sync ## Setup ### Backend ```bash cp .env.example .env # fill in OPENAI_API_KEY and LEGAL_AI_API_KEYS in .env pip install -r requirements.txt playwright install chromium # start Qdrant (Windows binary) .\qdrant\qdrant.exe --config-path qdrant\config.yaml # run ingestion python -m src.run_ingestion # start API uvicorn src.api.main:app --reload ``` ### Frontend ```bash cd frontend cp .env.local.example .env.local # set BACKEND_URL and BACKEND_API_KEY npm install npm run dev ``` ## Tests ```bash pytest tests/ ``` ## Environment variables See `.env.example` for all required and optional variables.