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  <img src="../OpenDistillery.png" alt="OpenDistillery Logo" width="400"/>
  
  # OpenDistillery Documentation
  
  ## Advanced Compound AI Systems for Enterprise Workflow Transformation
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---

## Table of Contents

### Getting Started
- [Quick Start Guide](README.md)
- [Installation](installation.md)
- [Basic Usage Examples](examples.md)
- [Configuration](configuration.md)

### Core Features
- [Multi-Agent Orchestration](multi-agent.md)
- [Compound AI Systems](compound-ai.md)
- [Model Integration](model-integration.md)
- [Advanced Reasoning](reasoning.md)

### Enterprise Features  
- [Security & Authentication](security.md)
- [Monitoring & Observability](monitoring.md)
- [Production Deployment](deployment.md)
- [API Reference](api-reference.md)

### Integration Guides
- [OpenAI Integration](integrations/openai.md)
- [Anthropic Claude](integrations/anthropic.md)
- [xAI Grok Integration](grok_integration.md)
- [Custom Model Integration](integrations/custom.md)

### Advanced Topics
- [Performance Optimization](performance.md)
- [Scaling & Load Balancing](scaling.md)
- [Custom Agent Development](custom-agents.md)
- [Workflow Automation](workflows.md)

### Development
- [Contributing Guidelines](contributing.md)
- [Development Setup](development.md)
- [Testing](testing.md)
- [Architecture Overview](architecture.md)

### Enterprise Solutions
- [Enterprise Features](enterprise.md)
- [Professional Services](services.md)
- [Support & SLA](support.md)
- [Roadmap](roadmap.md)

---

## What is OpenDistillery?

OpenDistillery is a production-ready, enterprise-grade compound AI system designed for Fortune 500 companies and large-scale deployments. It provides seamless integration with the latest AI models from multiple providers, advanced multi-agent orchestration, and sophisticated reasoning capabilities.

### Key Features

- **Latest AI Models (2025)**: Support for GPT-4.1, Claude 4 Opus, Grok 3, and o-series reasoning models
- **Multi-Agent Orchestration**: Advanced coordination between specialized AI agents
- **Enterprise Security**: SOC2, ISO27001, GDPR, HIPAA compliance ready
- **Production Infrastructure**: Docker, Kubernetes, monitoring, and auto-scaling
- **Compound AI Systems**: Sophisticated reasoning with multiple models and ensemble techniques

### Architecture Overview

```
┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│   Load Balancer │    │   API Gateway   │    │  Authentication │
│     (NGINX)     │────│   (FastAPI)     │────│    (JWT/MFA)    │
└─────────────────┘    └─────────────────┘    └─────────────────┘
         │                       │                       │
         ▼                       ▼                       ▼
┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│ Agent Orchestra │    │ Compound AI     │    │   Monitoring    │
│   (Multi-Agent) │────│   Systems       │────│ (Prometheus)    │
└─────────────────┘    └─────────────────┘    └─────────────────┘
         │                       │                       │
         ▼                       ▼                       ▼
┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│   PostgreSQL    │    │     Redis       │    │  Elasticsearch  │
│   (Database)    │    │    (Cache)      │    │   (Logging)     │
└─────────────────┘    └─────────────────┘    └─────────────────┘
```

### Quick Installation

```bash
# Install from PyPI
pip install opendistillery

# Or clone from source
git clone https://github.com/nikjois/OpenDistillery.git
cd OpenDistillery
pip install -e .

# Start with Docker
docker-compose up -d
```

### Simple Usage Example

```python
import asyncio
from opendistillery import get_completion, get_reasoning_completion

# Simple completion with latest models
async def main():
    # Use GPT-4.1 with 1M token context
    response = await get_completion(
        "Analyze the quarterly financial performance trends",
        model="gpt-4.1",
        temperature=0.1
    )
    print(response)
    
    # Advanced reasoning with o3
    reasoning_response = await get_reasoning_completion(
        "Solve this complex mathematical proof step by step",
        model="o3"
    )
    print(reasoning_response)

asyncio.run(main())
```

---

## Enterprise Ready

OpenDistillery is designed for production use with enterprise-grade features:

- **High Performance**: 1,000+ requests/second with sub-500ms latency
- **Scalability**: Auto-scaling based on demand with Kubernetes support
- **Security**: Multi-factor authentication, role-based access control, and audit logging
- **Monitoring**: Comprehensive metrics, logging, and alerting with Grafana dashboards
- **Compliance**: SOC2, ISO27001, GDPR, and HIPAA compliance ready

## Support & Community

- **Documentation**: [Full documentation](https://docs.opendistillery.ai)
- **GitHub**: [Source code and issues](https://github.com/nikjois/OpenDistillery)
- **Email**: [support@opendistillery.ai](mailto:support@opendistillery.ai)
- **Enterprise**: [enterprise@opendistillery.ai](mailto:enterprise@opendistillery.ai)

---

**OpenDistillery** - Advancing Enterprise AI with Cutting-Edge Technology

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