<div align="center"> <img src="../OpenDistillery.png" alt="OpenDistillery Logo" width="400"/> # OpenDistillery Documentation ## Advanced Compound AI Systems for Enterprise Workflow Transformation </div> <div align="center"> [![PyPI version](https://badge.fury.io/py/opendistillery.svg)](https://badge.fury.io/py/opendistillery) [![Python 3.9+](https://img.shields.io/badge/python-3.9+-blue.svg)](https://www.python.org/downloads/) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![Documentation Status](https://readthedocs.org/projects/opendistillery/badge/?version=latest)](https://opendistillery.readthedocs.io/en/latest/?badge=latest) </div> --- ## 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**: Support for GPT-4 Turbo, Claude-3.5 Sonnet, Grok-2, and o1-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 Turbo with large context window response = await get_completion( "Analyze the quarterly financial performance trends", model="gpt-4-turbo", temperature=0.1 ) print(response) # Advanced reasoning with o1-preview reasoning_response = await get_reasoning_completion( "Solve this complex mathematical proof step by step", model="o1-preview" ) 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 Copyright © 2024-2025 OpenDistillery. All rights reserved. 