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A powerful assistant library and cli for your AI projects. works with Vertex AI (Claude and Gemini)

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# Middleware Enhancement TODO List FOLLOW THE INSTRUCTIONS BELOW TO COMPLETE THE TASKS IN THE TODO LIST ## Instructions for implementing tasks from the TODO list Here are your instructions for implementing tasks from the TODO list: Start by reviewing the TODO.md file to understand the current state of the project and identify the next task to be implemented. Before beginning any task, check if there's any existing work related to that task. Look for partially completed files or code changes that might be relevant. When starting a new task, mark it as in progress by changing the checkbox from [ ] to [x] in the TODO.md file. Implement the task carefully, ensuring that all requirements specified in the task description are met. While working on a task, continuously look for opportunities to improve code quality, fix bugs, or refactor for better performance and maintainability. After completing each subtask within a larger task, update the TODO.md file to mark it as complete. Write comprehensive unit tests for any new code or modifications. Ensure that these tests cover both expected behavior and edge cases. Update existing tests if necessary to accommodate changes in the codebase. Perform integration testing to ensure that the new changes work correctly with the rest of the system. Document any new features, changes to existing functionality, or important implementation details. Before marking a task as fully complete, review the entire implementation to ensure nothing has been overlooked. If a task is interrupted or the system restarts, always check the current state of the TODO.md file and the codebase before resuming work. When resuming an interrupted task, verify the last completed step and continue from there. If you encounter any issues or edge cases not covered in the original task description, note them in the TODO.md file for future consideration. After completing a task, update the TODO.md file to reflect the current state of the project, including any new tasks or subtasks that may have been identified during implementation. Always commit changes to version control (if applicable) after completing significant milestones or at the end of each task. If you need to ask for clarification or additional information, use the ask_followup_question tool and wait for a response before proceeding. When all tasks for a middleware component are complete, perform a final review of the entire component to ensure consistency and completeness. After implementing each middleware component, update the main application to utilize the new middleware, ensuring smooth integration with existing code. Continuously monitor the overall project structure and architecture, suggesting improvements or refactoring as necessary to maintain code quality and consistency across all middleware components. ## [x] Logging Middleware [ ] Analyze current logging implementation Deliverable: Summary document of current logging practices [ ] Design Logging Middleware interface Deliverable: TypeScript interface for LoggingMiddleware [ ] Create Logging Middleware implementation Deliverable: TypeScript class implementing LoggingMiddleware [ ] Update BaseProvider to incorporate Logging Middleware Deliverable: Modified BaseProvider class using LoggingMiddleware [ ] Refactor OpenRouterProvider to use Logging Middleware Deliverable: Updated OpenRouterProvider using LoggingMiddleware [ ] Create unit tests for Logging Middleware Deliverable: Unit tests for LoggingMiddleware [ ] Update existing tests for Logging Middleware changes Deliverable: Modified test suite with updated logging assertions [ ] Perform integration testing Deliverable: Integration test results for LoggingMiddleware [ ] Document Logging Middleware usage Deliverable: Updated documentation for LoggingMiddleware 10. Refactor other providers to use Logging Middleware Deliverable: Updated implementations of other provider classes ## [ ] Tool Handling Middleware [ ] Analyze current tool handling implementation across providers Deliverable: Summary document of current tool handling practices [ ] Design Tool Handling Middleware interface Deliverable: TypeScript interface for ToolHandlingMiddleware [ ] Create Tool Handling Middleware implementation Deliverable: TypeScript class implementing ToolHandlingMiddleware [ ] Update BaseProvider to incorporate Tool Handling Middleware Deliverable: Modified BaseProvider class using ToolHandlingMiddleware [ ] Refactor providers to use Tool Handling Middleware Deliverable: Updated provider classes using ToolHandlingMiddleware [ ] Create unit tests for Tool Handling Middleware Deliverable: Unit tests for ToolHandlingMiddleware [ ] Update existing tests for Tool Handling Middleware changes Deliverable: Modified test suite with updated tool handling assertions [ ] Perform integration testing Deliverable: Integration test results for ToolHandlingMiddleware [ ] Document Tool Handling Middleware usage Deliverable: Updated documentation for ToolHandlingMiddleware ## [ ] Message Conversion Middleware [ ] Analyze current message conversion implementation across providers Deliverable: Summary document of current message conversion practices [ ] Design Message Conversion Middleware interface Deliverable: TypeScript interface for MessageConversionMiddleware [ ] Create Message Conversion Middleware implementation Deliverable: TypeScript class implementing MessageConversionMiddleware [ ] Update BaseProvider to incorporate Message Conversion Middleware Deliverable: Modified BaseProvider class using MessageConversionMiddleware [ ] Refactor providers to use Message Conversion Middleware Deliverable: Updated provider classes using MessageConversionMiddleware [ ] Create unit tests for Message Conversion Middleware Deliverable: Unit tests for MessageConversionMiddleware [ ] Update existing tests for Message Conversion Middleware changes Deliverable: Modified test suite with updated message conversion assertions [ ] Perform integration testing Deliverable: Integration test results for MessageConversionMiddleware [ ] Document Message Conversion Middleware usage Deliverable: Updated documentation for MessageConversionMiddleware ## [ ] Streaming Response Handling Middleware [ ] Analyze current streaming response handling implementation across providers Deliverable: Summary document of current streaming response handling practices [ ] Design Streaming Response Handling Middleware interface Deliverable: TypeScript interface for StreamingResponseHandlingMiddleware [ ] Create Streaming Response Handling Middleware implementation Deliverable: TypeScript class implementing StreamingResponseHandlingMiddleware [ ] Update BaseProvider to incorporate Streaming Response Handling Middleware Deliverable: Modified BaseProvider class using StreamingResponseHandlingMiddleware [ ] Refactor providers to use Streaming Response Handling Middleware Deliverable: Updated provider classes using StreamingResponseHandlingMiddleware [ ] Create unit tests for Streaming Response Handling Middleware Deliverable: Unit tests for StreamingResponseHandlingMiddleware [ ] Update existing tests for Streaming Response Handling Middleware changes Deliverable: Modified test suite with updated streaming response handling assertions [ ] Perform integration testing Deliverable: Integration test results for StreamingResponseHandlingMiddleware [ ] Document Streaming Response Handling Middleware usage Deliverable: Updated documentation for StreamingResponseHandlingMiddleware ## [ ] Error Handling Middleware [ ] Analyze current error handling implementation across providers Deliverable: Summary document of current error handling practices [ ] Design Error Handling Middleware interface Deliverable: TypeScript interface for ErrorHandlingMiddleware [ ] Create Error Handling Middleware implementation Deliverable: TypeScript class implementing ErrorHandlingMiddleware [ ] Update BaseProvider to incorporate Error Handling Middleware Deliverable: Modified BaseProvider class using ErrorHandlingMiddleware [ ] Refactor providers to use Error Handling Middleware Deliverable: Updated provider classes using ErrorHandlingMiddleware [ ] Create unit tests for Error Handling Middleware Deliverable: Unit tests for ErrorHandlingMiddleware [ ] Update existing tests for Error Handling Middleware changes Deliverable: Modified test suite with updated error handling assertions [ ] Perform integration testing Deliverable: Integration test results for ErrorHandlingMiddleware [ ] Document Error Handling Middleware usage Deliverable: Updated documentation for ErrorHandlingMiddleware ## [ ] Configuration Middleware [ ] Analyze current configuration handling implementation across providers Deliverable: Summary document of current configuration practices [ ] Design Configuration Middleware interface Deliverable: TypeScript interface for ConfigurationMiddleware [ ] Create Configuration Middleware implementation Deliverable: TypeScript class implementing ConfigurationMiddleware [ ] Update BaseProvider to incorporate Configuration Middleware Deliverable: Modified BaseProvider class using ConfigurationMiddleware [ ] Refactor providers to use Configuration Middleware Deliverable: Updated provider classes using ConfigurationMiddleware [ ] Create unit tests for Configuration Middleware Deliverable: Unit tests for ConfigurationMiddleware [ ] Update existing tests for Configuration Middleware changes Deliverable: Modified test suite with updated configuration handling assertions [ ] Perform integration testing Deliverable: Integration test results for ConfigurationMiddleware [ ] Document Configuration Middleware usage Deliverable: Updated documentation for ConfigurationMiddleware ## [ ] Token Usage Tracking Middleware [ ] Analyze current token usage tracking implementation across providers Deliverable: Summary document of current token usage tracking practices [ ] Design Token Usage Tracking Middleware interface Deliverable: TypeScript interface for TokenUsageTrackingMiddleware [ ] Create Token Usage Tracking Middleware implementation Deliverable: TypeScript class implementing TokenUsageTrackingMiddleware [ ] Update BaseProvider to incorporate Token Usage Tracking Middleware Deliverable: Modified BaseProvider class using TokenUsageTrackingMiddleware [ ] Refactor providers to use Token Usage Tracking Middleware Deliverable: Updated provider classes using TokenUsageTrackingMiddleware [ ] Create unit tests for Token Usage Tracking Middleware Deliverable: Unit tests for TokenUsageTrackingMiddleware [ ] Update existing tests for Token Usage Tracking Middleware changes Deliverable: Modified test suite with updated token usage tracking assertions [ ] Perform integration testing Deliverable: Integration test results for TokenUsageTrackingMiddleware [ ] Document Token Usage Tracking Middleware usage Deliverable: Updated documentation for TokenUsageTrackingMiddleware ## [ ] Model Capability Middleware [ ] Analyze current model capability handling implementation across providers Deliverable: Summary document of current model capability practices [ ] Design Model Capability Middleware interface Deliverable: TypeScript interface for ModelCapabilityMiddleware [ ] Create Model Capability Middleware implementation Deliverable: TypeScript class implementing ModelCapabilityMiddleware [ ] Update BaseProvider to incorporate Model Capability Middleware Deliverable: Modified BaseProvider class using ModelCapabilityMiddleware [ ] Refactor providers to use Model Capability Middleware Deliverable: Updated provider classes using ModelCapabilityMiddleware [ ] Create unit tests for Model Capability Middleware Deliverable: Unit tests for ModelCapabilityMiddleware [ ] Update existing tests for Model Capability Middleware changes Deliverable: Modified test suite with updated model capability handling assertions [ ] Perform integration testing Deliverable: Integration test results for ModelCapabilityMiddleware [ ] Document Model Capability Middleware usage Deliverable: Updated documentation for ModelCapabilityMiddleware ## [ ] Content Formatting Middleware [ ] Analyze current content formatting implementation across providers Deliverable: Summary document of current content formatting practices [ ] Design Content Formatting Middleware interface Deliverable: TypeScript interface for ContentFormattingMiddleware [ ] Create Content Formatting Middleware implementation Deliverable: TypeScript class implementing ContentFormattingMiddleware [ ] Update BaseProvider to incorporate Content Formatting Middleware Deliverable: Modified BaseProvider class using ContentFormattingMiddleware [ ] Refactor providers to use Content Formatting Middleware Deliverable: Updated provider classes using ContentFormattingMiddleware [ ] Create unit tests for Content Formatting Middleware Deliverable: Unit tests for ContentFormattingMiddleware [ ] Update existing tests for Content Formatting Middleware changes Deliverable: Modified test suite with updated content formatting assertions [ ] Perform integration testing Deliverable: Integration test results for ContentFormattingMiddleware [ ] Document Content Formatting Middleware usage Deliverable: Updated documentation for ContentFormattingMiddleware ## 10. Function Call Parsing Middleware [ ] Analyze current function call parsing implementation across providers Deliverable: Summary document of current function call parsing practices [ ] Design Function Call Parsing Middleware interface Deliverable: TypeScript interface for FunctionCallParsingMiddleware [ ] Create Function Call Parsing Middleware implementation Deliverable: TypeScript class implementing FunctionCallParsingMiddleware [ ] Update BaseProvider to incorporate Function Call Parsing Middleware Deliverable: Modified BaseProvider class using FunctionCallParsingMiddleware [ ] Refactor providers to use Function Call Parsing Middleware Deliverable: Updated provider classes using FunctionCallParsingMiddleware [ ] Create unit tests for Function Call Parsing Middleware Deliverable: Unit tests for FunctionCallParsingMiddleware [ ] Update existing tests for Function Call Parsing Middleware changes Deliverable: Modified test suite with updated function call parsing assertions [ ] Perform integration testing Deliverable: Integration test results for FunctionCallParsingMiddleware [ ] Document Function Call Parsing Middleware usage Deliverable: Updated documentation for FunctionCallParsingMiddleware