- Add BaseClient, BaseFileStore, BaseFileWatcher, BaseJob, BaseService, and BaseStep classes
- Move component initialization logic from ApplicationContext to Application class
- Add logo printing and logging initialization in Application startup
- Create client module with base client implementation
- Add file store base class with embedding resolution and validation
- Implement file watcher base class with watchfiles integration
- Add job base class for sequential step execution orchestration
- Create service base class for job exposure mechanisms
- Refactor BaseStep with LLM workflow execution capabilities
- Add case converter utility for naming convention transformations
- Update import structure and module organization
- Add proper type hints and docstrings across all components
- Implement component registry integration for dynamic loading
- Add error handling for missing backend configurations
- Replace ReMeClient with modular client implementations
- Add component registry with type-based registration system
- Introduce BaseClient extending BaseComponent with lifecycle management
- Create HttpClient with environment-based service discovery
- Add constants for default host/port configurations
- Update service info propagation through environment variables
- Restructure imports and exports across component modules
- Add run_coro_safely utility for safe coroutine execution
- Implement component type enumeration for better organization
- Register components with R decorator for automatic discovery
- Add placeholder methods for ReMe core functionalities
- Update command-line entry point to use dynamic client selection
- Implement BaseComponent with async lifecycle and context management
- Add ApplicationContext for managing component initialization and registry
- Create Application class for orchestrating job execution and lifecycle
- Add AS LLM components with OpenAI chat model wrapper
- Implement AS LLM formatter components with OpenAI formatter
- Add client implementations including base, HTTP and ReMe clients
- Create embedding model base class with caching and batching support
- Implement file store base class with vector and full-text search
- Add file watcher components for monitoring file system changes
- Create job components for executing workflows
- Implement service components for exposing jobs via different protocols
- Add configuration schema with ApplicationConfig and ComponentConfig
- Include utility modules for case conversion, chunking, logging and similarity
- Register component types and create component registry system
