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walux33-arch/haqqi

Domaine:

natural language processing

Type de record:

software
Créateur:
wal
Hôte:
Moroccan Legal AI Platform in Darija with RAG # حقي (Haqqi) — Moroccan Legal AI Platform > **حقي** is an AI-powered legal assistant for Moroccan citizens, answering legal questions in **Moroccan Darija** using Retrieval-Augmented Generation (RAG) over 3,777 articles from 5 Moroccan law codes. --- ## Features ✨ | Feature | Description | |---------|-------------| | **🤖 Darija Legal Chat** | Ask legal questions in Moroccan Darija, get answers citing specific articles | | **📚 3,777 Legal Articles** | 5 codes: Penal, Civil Obligations, Commercial, Family, Labour | | **⚡ RAG Pipeline** | ChromaDB → Supabase (pgvector) → JSON keyword → Groq LLM with 3 fallback levels | | **⚡ Streaming Responses** | See answers appear word-by-word — first token in ~1s | | **📄 PDF Contract Generation** | Generate rent, employment, and partnership contracts | | **⚖️ Court Decisions** | 30+ Moroccan Cassation decisions with search/filter | | **🔐 Auth** | Email/password via Supabase Auth | | **📱 PWA** | Installable as mobile app, works offline via service worker | | **🐳 Docker** | Production-ready container with health checks | | **🌐 RTL UI** | Full Arabic right-to-left support with Tajawal font | --- ## Architecture 🏗️ ``` ┌─────────────────────────────────────────────────────────┐ │ Browser (PWA) │ │ Jinja2 Templates + Tailwind CSS │ └──────────────────────┬──────────────────────────────────┘ │ HTTP / SSE Stream ┌──────────────────────▼──────────────────────────────────┐ │ FastAPI (Python 3.12) │ │ ┌──────────┐ ┌──────────┐ ┌──────────────────────┐ │ │ │ Auth │ │ Chat │ │ Contracts API │ │ │ │ Routes │ │ (SSE) │ │ PDF Generation │ │ │ └──────────┘ └────┬─────┘ └──────────────────────┘ │ └──────────────────────┼──────────────────────────────────┘ │ ┌──────────────────┼──────────────────────┐ ▼ ▼ ▼ ┌─────────┐ ┌─────────────┐ ┌─────────── …