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Enhanced Error Handling with Raw Results

Added support for printing raw error responses when the --raw-results flag is enabled. This helps with debugging by showing the complete error response from Elasticsearch.

  • Print complete error response to stderr when raw-results is enabled
  • Print error reason and root cause to stderr when raw-results is disabled

Refactor Embeddings Settings Factory

Simplified the embeddings settings factory to use a minimal configuration struct instead of depending on the full StepSettings. Added backwards compatibility method.

  • Created new EmbeddingsConfig struct for minimal configuration
  • Modified SettingsFactory to use EmbeddingsConfig instead of StepSettings
  • Added NewSettingsFactoryFromStepSettings for backwards compatibility

Fix Embeddings Settings Type Handling

Fixed type handling in embeddings settings to properly handle pointer types in StepSettings and non-pointer types in EmbeddingsConfig.

  • Updated CreateEmbeddingsConfig to properly dereference pointer types
  • Modified NewProvider to handle non-pointer types in EmbeddingsConfig
  • Fixed error checks to use empty string checks instead of nil checks

Add Provider Options for Embeddings Factory

Added functional options pattern to the embeddings provider factory for more flexible configuration.

  • Added WithType, WithEngine, WithBaseURL, WithAPIKey, and WithDimensions option functions
  • Modified NewProvider to accept variadic options
  • Improved configuration handling with options overriding defaults

Add Custom Tags Documentation

Added comprehensive documentation for implementing custom tags in go-emrichen, including:

  • Basic tag implementation patterns
  • Argument handling and validation
  • Environment interaction
  • Node processing utilities
  • Testing guidelines and best practices
  • Conceptual explanations and rationale for design patterns
  • Detailed best practices and common patterns
  • In-depth discussion of error handling and type safety

Fix Custom Tags Documentation Signature

Updated custom tags documentation to reflect correct function signature:

  • Changed tag handler signature to include interpreter parameter
  • Clarified pure function nature of tag handlers
  • Updated all code examples to use correct signature
  • Added explanation of interpreter parameter usage

Enhance Custom Tags Documentation with ParseArgs Guidelines

Added detailed documentation about argument handling and recursive processing:

  • Comprehensive guide to using ParseArgs
  • Core principles for implementing tag handlers
  • Examples of proper argument validation and processing
  • Guidelines for recursive processing of nested structures
  • Detailed error handling patterns for arguments

Update Custom Tags Documentation with Proper Namespace

Updated custom tags documentation to use proper import paths and namespaces:

  • Added proper import statements for all examples
  • Updated all type references to use emrichen namespace
  • Fixed function signatures to use emrichen.Interpreter
  • Updated utility function calls to use emrichen namespace