ImageAnalyzer

Struct ImageAnalyzer 

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pub struct ImageAnalyzer { /* private fields */ }
Expand description

Analyzes images using configured AI providers.

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impl ImageAnalyzer

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pub fn new() -> ImageResult<Self>

Create a new image analyzer with default configuration.

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pub fn with_config(config: ImageConfig) -> Self

Create a new image analyzer with custom configuration.

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pub async fn analyze( &self, metadata: &ImageMetadata, provider: &dyn Provider, image_data: &[u8], ) -> ImageResult<ImageAnalysisResult>

Analyze an image using the provided provider.

§Arguments
  • metadata - Image metadata including path, format, and dimensions
  • provider - The AI provider to use for analysis
  • image_data - The raw image data (bytes)
§Returns

Analysis result with provider response and token usage

§Errors

Returns error if analysis fails after retries or if image is too large

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pub async fn analyze_multiple( &self, images: Vec<(ImageMetadata, Vec<u8>)>, provider: &dyn Provider, ) -> Vec<ImageResult<ImageAnalysisResult>>

Analyze multiple images sequentially.

§Arguments
  • images - Vector of (metadata, image_data) tuples
  • provider - The AI provider to use for analysis
§Returns

Vector of analysis results in the same order as input

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pub fn count_image_tokens( &self, metadata: &ImageMetadata, model: &str, ) -> ImageResult<usize>

Count tokens for an image based on provider and model.

Different providers have different token counting for images:

  • OpenAI: ~85 tokens per image + variable tokens based on resolution
  • Anthropic: ~1600 tokens per image
  • Google: ~258 tokens per image
  • Ollama: ~100 tokens per image (estimate)
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pub fn config(&self) -> &ImageConfig

Get the configuration used by this analyzer.

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pub fn token_counter(&self) -> &TokenCounter

Get the token counter used by this analyzer.

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pub async fn retry_analysis( &self, context: AnalysisRetryContext, provider: &dyn Provider, ) -> ImageResult<ImageAnalysisResult>

Retry analysis for a previously failed image.

This allows users to retry analysis without reloading the image. The image data is preserved in the retry context.

§Arguments
  • context - Retry context with preserved image data
  • provider - The AI provider to use for analysis
§Returns

Analysis result or error with actionable message

Trait Implementations§

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impl Default for ImageAnalyzer

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fn default() -> Self

Returns the “default value” for a type. Read more

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