feat: support multivector for JS SDK (#2527)

Signed-off-by: BubbleCal <bubble-cal@outlook.com>
This commit is contained in:
BubbleCal
2025-07-22 21:19:34 +08:00
committed by GitHub
parent 0579303602
commit 96c66fd087
16 changed files with 262 additions and 35 deletions
+39
View File
@@ -1863,4 +1863,43 @@ describe("column name options", () => {
expect(results[0].query_index).toBe(0);
expect(results[1].query_index).toBe(1);
});
test("index and search multivectors", async () => {
const db = await connect(tmpDir.name);
const data = [];
// generate 512 random multivectors
for (let i = 0; i < 256; i++) {
data.push({
multivector: Array.from({ length: 10 }, () =>
Array(2).fill(Math.random()),
),
});
}
const table = await db.createTable("multivectors", data, {
schema: new Schema([
new Field(
"multivector",
new List(
new Field(
"item",
new FixedSizeList(2, new Field("item", new Float32())),
),
),
),
]),
});
const results = await table.search(data[0].multivector).limit(10).toArray();
expect(results.length).toBe(10);
await table.createIndex("multivector", {
config: Index.ivfPq({ numPartitions: 2, distanceType: "cosine" }),
});
const results2 = await table
.search(data[0].multivector)
.limit(10)
.toArray();
expect(results2.length).toBe(10);
});
});