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README.md

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-title: README
-emoji: 📚
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-Edit this `README.md` markdown file to author your organization card.
+---
+title: AmaniQuery
+emoji: 🔍
+colorFrom: blue
+colorTo: green
+pinned: true
+---
+
+<div align="center">
+
+# 🔍 AmaniQuery
+
+**AI-Powered Legal & Policy Research Assistant for Kenya**
+
+[![Backend](https://img.shields.io/badge/Backend-FastAPI-009688?style=for-the-badge&logo=fastapi)](https://huggingface.co/spaces/AmaniQuery/amaniquery-backend)
+[![Voice](https://img.shields.io/badge/Voice-VibeVoice-9C27B0?style=for-the-badge&logo=microsoft)](https://huggingface.co/spaces/AmaniQuery/amaniquery-vibevoice)
+[![Docs](https://img.shields.io/badge/Docs-WeKnora-FF9800?style=for-the-badge&logo=go)](https://huggingface.co/spaces/AmaniQuery/amaniquery-weknora)
+
+</div>
+
+---
+
+## 🎯 What is AmaniQuery?
+
+AmaniQuery is a **RAG-powered research platform** that makes Kenyan legal documents, parliamentary proceedings, and policy information accessible through natural language queries.
+
+### ✨ Features
+
+- 🔍 **Intelligent Search** - Query laws, bills, and parliamentary hansards using natural language
+- 🤖 **AI-Powered Answers** - Get synthesized responses with source citations
+- 🎤 **Voice Interface** - Ask questions and get spoken responses
+- 📄 **Document Processing** - Upload and analyze legal documents
+- 📊 **Research Reports** - Generate comprehensive research summaries
+- 🔐 **Secure API** - JWT authentication for enterprise use
+
+---
+
+## 🚀 Our Spaces
+
+| Space | Description | Status |
+|-------|-------------|--------|
+| [**amaniquery-backend**](https://huggingface.co/spaces/AmaniQuery/amaniquery-backend) | Main FastAPI backend with RAG pipeline | 🟢 Active |
+| [**amaniquery-vibevoice**](https://huggingface.co/spaces/AmaniQuery/amaniquery-vibevoice) | Text-to-Speech service using Microsoft VibeVoice | 🟢 Active |
+| [**amaniquery-weknora**](https://huggingface.co/spaces/AmaniQuery/amaniquery-weknora) | Document processing & knowledge base management | 🟢 Active |
+
+---
+
+## 🛠️ Technology Stack
+
+```
+┌─────────────────────────────────────────────────────────┐
+│                     AmaniQuery                          │
+├─────────────────────────────────────────────────────────┤
+│  🔍 Backend      │  FastAPI + LangGraph + RAG Pipeline  │
+│  🎤 Voice        │  Microsoft VibeVoice TTS             │
+│  📄 Documents    │  WeKnora (Tencent RAG Framework)     │
+│  🧠 LLM          │  Moonshot / Gemini / OpenAI          │
+│  📊 Vector Store │  Qdrant / Upstash                    │
+│  🗄️ Database     │  PostgreSQL                          │
+└─────────────────────────────────────────────────────────┘
+```
+
+---
+
+## 📖 API Usage
+
+### Query the Knowledge Base
+```bash
+curl -X POST https://amaniquery-backend.hf.space/api/v1/query \
+  -H "Content-Type: application/json" \
+  -d '{"query": "What does the Kenya Constitution say about land rights?"}'
+```
+
+### Text-to-Speech
+```bash
+curl -X POST https://amaniquery-vibevoice.hf.space/api/v1/voice/speak \
+  -H "Content-Type: application/json" \
+  -d '{"text": "Hello from AmaniQuery", "voice": "Wayne"}'
+```
+
+---
+
+## 🤝 Contributing
+
+We welcome contributions! Check out our [GitHub repository](https://github.com/AmaniQuery/amaniquery) to get started.
+
+---
+
+## 📄 License
+
+MIT License - See [LICENSE](https://github.com/AmaniQuery/amaniquery/blob/master/LICENSE) for details.
+
+---
+
+<div align="center">
+
+**Made with ❤️ for Kenya**
+
+*Empowering citizens with accessible legal information*
+
+</div>