vectors

type ProjectVector struct {
	ProjectID       string    `json:"project_id"`
	Title           string    `json:"title"`
	Abstract        string    `json:"abstract"`
	Organism        string    `json:"organism"`
	StudyType       string    `json:"study_type"`
	SampleCount     int       `json:"sample_count"`
	ExperimentCount int       `json:"experiment_count"`
	Embedding       []float32 `json:"embedding,omitempty"`
}

type SampleVector struct {
	SampleID    string    `json:"sample_id"`
	ProjectID   string    `json:"project_id"`
	Description string    `json:"description"`
	Organism    string    `json:"organism"`
	Tissue      string    `json:"tissue"`
	CellType    string    `json:"cell_type"`
	Embedding   []float32 `json:"embedding,omitempty"`
}

type SimilarityResult struct {
	ID       string  `json:"id"`
	Title    string  `json:"title"`
	Organism string  `json:"organism"`
	Distance float32 `json:"distance"`
	Score    float32 `json:"score"` // 1 - distance for cosine similarity
}

type VectorStore struct {
	// contains filtered or unexported fields
}