find-image

/**
 * Embeddings Module
 * 
 * Provides Qwen multimodal embedding generation, storage, and vector operations.
 */

export { MultimodalEmbeddingClient } from './multimodalEmbeddingClient';
export { resolveMultimodalEmbeddingBackend } from './multimodalEmbeddingClient';
export type {
  MultimodalEmbeddingBackend,
  MultimodalEmbeddingBackendKind,
  MultimodalEmbeddingClientConfig,
  MultimodalEmbeddingHealth,
  MultimodalEmbeddingResult,
} from './multimodalEmbeddingClient';

export {
  MultimodalEmbeddingStore,
  bufferFingerprint,
  DEFAULT_MULTIMODAL_DB_PATH,
  embeddingToFloat32Blob,
  embeddingFingerprint,
  fileFingerprint,
  float32BlobToEmbedding,
  multimodalModelIdentity,
  projectThumbnailFingerprint,
} from './multimodalEmbeddingStore';
export type {
  MultimodalEmbeddingEntry,
  MultimodalEmbeddingStoreConfig,
  MultimodalEmbeddingStoreStats,
  MultimodalEmbeddingPayloadMode,
  StaleCleanupResult,
  StoredMultimodalEmbedding,
} from './multimodalEmbeddingStore';

export {
  cosineSimilarity,
  euclideanDistance,
  normalize,
  dotProduct,
  findTopK,
  batchCosineSimilarity,
  similarityToScore,
  scoreToSimilarity,
  estimateMemoryUsage,
  formatMemorySize,
} from './vectorOps';