HybridSearch.test.ts•2.14 kB
// Copyright DataStax, Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
import { describe, it, expect, beforeEach } from "vitest";
import { HybridSearch } from "../../tools/HybridSearch.js";
import { mockDb } from "../mocks/db.mock.js";
describe("HybridSearch", () => {
beforeEach(() => {
mockDb.collection.mockClear();
});
it("should search for records using hybrid search", async () => {
const queryVector = [0.1, 0.2, 0.3];
const textQuery = "test query";
const result = await HybridSearch({
collectionName: "test_collection1",
queryVector,
textQuery,
});
// Verify the result has the expected properties
expect(Array.isArray(result)).toBe(true);
});
it("should search with custom weights", async () => {
const queryVector = [0.1, 0.2, 0.3];
const textQuery = "test query";
const weights = { vector: 0.5, text: 0.5 };
const result = await HybridSearch({
collectionName: "test_collection1",
queryVector,
textQuery,
weights,
});
// Verify the result has the expected properties
expect(Array.isArray(result)).toBe(true);
});
it("should search with custom limit and fields", async () => {
const queryVector = [0.1, 0.2, 0.3];
const textQuery = "test query";
const limit = 5;
const fields = ["title", "content"];
const result = await HybridSearch({
collectionName: "test_collection1",
queryVector,
textQuery,
limit,
fields,
});
// Verify the result has the expected properties
expect(Array.isArray(result)).toBe(true);
});
});
// Made with Bob