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Copy pathmanifest.ts
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68 lines (60 loc) · 1.32 KB
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Copy pathmanifest.ts
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68 lines (60 loc) · 1.32 KB
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export type ManifestModel = {
id: string;
dimensions: number;
};
export type ManifestItem = {
id: string;
label: string;
imagePath: string;
vector: number[];
floor?: string;
zone?: string;
x?: number;
y?: number;
};
export type EmbeddingManifest = {
model: ManifestModel;
items: ManifestItem[];
};
export type VectorizeRecord = {
id: string;
values: number[];
metadata: {
label: string;
imagePath: string;
floor?: string;
zone?: string;
x?: number;
y?: number;
};
};
export function validateManifest(manifest: EmbeddingManifest): string[] {
const errors: string[] = [];
const seen = new Set<string>();
for (const item of manifest.items) {
if (seen.has(item.id)) {
errors.push(`${item.id}: duplicate id`);
}
seen.add(item.id);
if (item.vector.length !== manifest.model.dimensions) {
errors.push(
`${item.id}: vector dimension ${item.vector.length} does not match model dimension ${manifest.model.dimensions}`,
);
}
}
return errors;
}
export function toVectorizeRecord(item: ManifestItem): VectorizeRecord {
return {
id: item.id,
values: item.vector,
metadata: {
label: item.label,
floor: item.floor,
zone: item.zone,
x: item.x,
y: item.y,
imagePath: item.imagePath,
},
};
}