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perf: vector unit

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archer 2023-08-23 15:08:21 +08:00
parent 6a39b51460
commit 6c70f0601d
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GPG Key ID: 569A5660D2379E28
1 changed files with 11 additions and 2 deletions
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13
client/src/pages/api/openapi/plugin/vector.ts
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@ -67,13 +67,13 @@ export async function getVector({
} }
) )
.then((res) => { .then((res) => {
if (!res.data?.usage?.total_tokens) { if (!res.data?.data?.[0]?.embedding) {
// @ts-ignore // @ts-ignore
return Promise.reject(res.data?.error?.message || 'Embedding Error'); return Promise.reject(res.data?.error?.message || 'Embedding Error');
} }
return { return {
tokenLen: res.data.usage.total_tokens || 0, tokenLen: res.data.usage.total_tokens || 0,
vectors: res.data.data.map((item) => item.embedding) vectors: res.data.data.map((item) => unityDimensional(item.embedding))
}; };
}); });
@ -86,3 +86,12 @@ export async function getVector({
return result; return result;
} }
function unityDimensional(vector: number[]) {
let resultVector = vector;
const vectorLen = vector.length;
const zeroVector = new Array(1536 - vectorLen).fill(0);
return resultVector.concat(zeroVector);
}