Update README with comprehensive documentation

README.md

@@ -11,4 +11,55 @@ license: mit
 short_description: AI Agency Pro - Multi-agent AI system for intelligent automa
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+
+# AI Agency Pro
+
+## Full-Lifecycle Multi-Agent AI System
+
+### From Atom to Universe | Cradle to Grave
+
+AI Agency Pro is a production-ready multi-agent AI system built on Hugging Face Transformers with ZeroGPU (Nvidia H200) acceleration.
+
+## Features
+
+- **Multi-Agent Architecture**: Summarizer, Classifier, Q&A, and Orchestrated pipelines
+- **GPU Acceleration**: ZeroGPU with Nvidia H200 for fast inference
+- **Full Lifecycle**: From development to production to deprecation
+- **20 Real-World Use Cases**: Healthcare, Finance, Manufacturing, Retail, Legal
+
+## Quick Start
+
+### Using uv (Recommended)
+```bash
+uv pip install -e ".[all]"
+python app.py
+```
+
+### Using pip
+```bash
+pip install -e ".[all]"
+python app.py
+```
+
+### Using Docker
+```bash
+docker build -t ai-agency-pro .
+docker run -p 7860:7860 --gpus all ai-agency-pro
+```
+
+## Project Structure
+
+```
+AI-Agency-Pro/
+├── app.py                 # Main Gradio application
+├── pyproject.toml         # Python project config (uv, pip, pixi)
+├── requirements.txt       # Dependencies
+├── Dockerfile             # Container deployment
+├── USE_CASES.md          # 20 real-world use cases
+└── README.md             # This file
+```
+
+## License
+
+MIT License