Enhance evaluation report structure and provider detection#133
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…rity - Added a new evaluation report JSON file to capture evaluation results and metadata. - Updated test files to ensure no dead imports from removed module paths in documentation and examples. - Implemented a regression guard for import order to prevent ImportError issues. - Refactored imports in example files to align with the new module structure.
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Introduce a new JSON structure for evaluation reports and implement tests to ensure import integrity. Refactor import paths to align with the updated module structure and enhance provider detection in the Agent class. This update improves the overall robustness and clarity of the codebase.