Interface VisionResult

Aggregated result from the vision pipeline after all configured tiers have run. Contains the best extracted text, content classification, optional embeddings, and detailed per-tier breakdowns.

Example

const result = await pipeline.process(imageBuffer);

// Best extracted text across all tiers
console.log(result.text);

// What kind of content was detected
console.log(result.category); // 'printed-text' | 'handwritten' | ...

// CLIP embedding for similarity search
if (result.embedding) {
  await vectorStore.upsert('images', [{ embedding: result.embedding }]);
}

// Inspect individual tier contributions
for (const tr of result.tierResults) {
  console.log(`${tr.tier} (${tr.provider}): ${tr.confidence}`);
}
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