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Command the Crew
- The CrewAI framework is introduced to manage AI agents in projects like Facilis, using role-based design and flexibility.
- The Planners group includes Extraction Agent, responsible for extracting API specifications, and Validation Agent, ensuring their correctness.
- Interaction Agent and Production Agent fill missing API spec fields and gather essential information for interoperability, respectively.
- Documentation Transformation Agent converts specifications to OpenAPI documentation, while Review Agent ensures quality and compliance.
- Iris Agent integrates the finalized documentation with Iris I14y service, handling communication and validation.
- The Generators group transforms OpenAPI specs into InterSystems IRIS interoperability components with agents like Analyzer, BS, and BO.
- These agents work together to create Business Services, Business Operations, and manage the production environment in InterSystems IRIS.
- Export Agent generates .cls files, while Collection Agent gathers them for compilation into InterSystems Iris.
- Limitations and challenges are faced in automating OpenAPI to Iris Interoperability, dealing with AI models, hallucinations, and legacy systems integration.
- Experimenting with AI models like GPT3.5-turbo, Anthropic Claude 3.7 Sonnet, and GT4o shows varying results and challenges in the project.
- Despite the challenges, the project team learns and adapts, highlighting the promising future of AI applications in the field.
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