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46 lines
1.5 KiB
Go
46 lines
1.5 KiB
Go
package vertexai
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type EmbeddingTaskType string
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const (
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EmbeddingTaskTypeRetrievalQuery EmbeddingTaskType = "RETRIEVAL_QUERY"
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EmbeddingTaskTypeRetrievalDocument EmbeddingTaskType = "RETRIEVAL_DOCUMENT"
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EmbeddingTaskTypeSemanticSimilarity EmbeddingTaskType = "SEMANTIC_SIMILARITY"
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EmbeddingTaskTypeClassification EmbeddingTaskType = "CLASSIFICATION"
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EmbeddingTaskTypeClustering EmbeddingTaskType = "CLUSTERING"
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EmbeddingTaskTypeQuestionAnswering EmbeddingTaskType = "QUESTION_ANSWERING"
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EmbeddingTaskTypeFactVerification EmbeddingTaskType = "FACT_VERIFICATION"
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EmbeddingTaskTypeCodeRetrievalQuery EmbeddingTaskType = "CODE_RETRIEVAL_QUERY"
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)
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type EmbeddingRequest struct {
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Instances []EmbeddingInstance `json:"instances"`
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Parameters EmbeddingParams `json:"parameters"`
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}
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type EmbeddingInstance struct {
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Content string `json:"content"`
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TaskType EmbeddingTaskType `json:"task_type,omitempty"`
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Title string `json:"title,omitempty"`
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}
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type EmbeddingParams struct {
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AutoTruncate bool `json:"autoTruncate,omitempty"`
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OutputDimensionality int `json:"outputDimensionality,omitempty"`
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// Texts []string `json:"texts,omitempty"`
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}
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type EmbeddingResponse struct {
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Predictions []struct {
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Embeddings EmbeddingData `json:"embeddings"`
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} `json:"predictions"`
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}
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type EmbeddingData struct {
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Statistics struct {
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Truncated bool `json:"truncated"`
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TokenCount int `json:"token_count"`
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} `json:"statistics"`
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Values []float64 `json:"values"`
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}
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