Eight Pillars AI Framework
Comprehensive framework for evaluating and implementing AI agents in enterprise settings, covering LLM selection to monitoring and telemetry.
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About This Project
A comprehensive framework developed to guide enterprises through the implementation of AI agents in production environments.
The Eight Pillars cover:
- **LLM Selection**: Criteria and methodology for selecting the right large language model based on use case requirements.
- **Architecture Design**: Patterns for building scalable and maintainable AI agent architectures.
- **Safety & Alignment**: Guardrails, content filtering, and alignment techniques for safe AI deployment.
- **Integration Patterns**: Best practices for integrating AI agents with existing enterprise systems.
- **Evaluation & Testing**: Frameworks for evaluating AI agent performance and reliability.
- **Monitoring & Telemetry**: Observability patterns for production AI systems.
- **Cost Optimization**: Strategies for managing inference costs at scale.
- **Governance & Compliance**: Policy frameworks for responsible AI deployment.
The framework has been applied across multiple enterprise implementations and continues to evolve based on real-world learnings.
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