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22 changes: 22 additions & 0 deletions retail/snippets/package.json
Original file line number Diff line number Diff line change
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{
"name": "node-snippets",
"license": "Apache-2.0",
"author": "Google LLC",
"engines": {
"node": ">=18.0.0"
},
"files": [
"*.js"
],
"scripts": {
"test": "c8 mocha test/*.test.js --timeout 180000"
},
"devDependencies": {
"c8": "^10.1.3",
"chai": "^4.5.0",
"mocha": "^10.8.2"
},
"dependencies": {
"@google-cloud/retail": "^4.3.0"
}
}
71 changes: 71 additions & 0 deletions retail/snippets/searchOffset.js
Original file line number Diff line number Diff line change
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// Copyright 2026 Google LLC
//
// 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.

'use strict';

// [START retail_v2_search_offset]
const {SearchServiceClient} = require('@google-cloud/retail');

const client = new SearchServiceClient();

/**
* Search for products with an offset using Vertex AI Search for commerce.
* Performs a search request starting from a specified position.
*
* @param {string} projectId The Google Cloud project ID.
* @param {string} placementId The placement name for the search.
* @param {string} visitorId A unique identifier for the user.
* @param {string} query The search term.
* @param {number} offset The number of results to skip.
*/
async function searchOffset(projectId, placementId, visitorId, query, offset) {
const placementPath = client.servingConfigPath(
projectId,
'global',
'default_catalog',
placementId
);

const branchPath = client.branchPath(
projectId,
'global',
'default_catalog',
'default_branch'
);

const request = {
placement: placementPath,
branch: branchPath,
visitorId: visitorId,
query: query,
pageSize: 10,
offset: offset,
};

try {
// Set {autoPaginate: false} to manually control the pagination
const [results] = await client.search(request, {autoPaginate: false});
console.log(`--- Results for offset: ${offset} ---`);
for (const result of results) {
console.log(`Product ID: ${result.id}`);
console.log(`Title: ${result.product.title}`);
console.log(`Scores: ${JSON.stringify(result.modelScores || {})}`);
}
} catch (error) {
console.error('Error searching using offset:', error.message || error);
}
}

// [END retail_v2_search_offset]
module.exports = {searchOffset};
101 changes: 101 additions & 0 deletions retail/snippets/searchPagination.js
Original file line number Diff line number Diff line change
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// Copyright 2026 Google LLC
//
// 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.

'use strict';

// [START retail_v2_search_pagination]
const {SearchServiceClient} = require('@google-cloud/retail');

const client = new SearchServiceClient();

/**
* Search for products with pagination using Vertex AI Search for commerce.
* Performs a search request, then uses the next_page_token to get the next page.
*
* @param {string} projectId - The Google Cloud project ID.
* @param {string} placementId - The placement name for the search.
* @param {string} visitorId - A unique identifier for the user.
* @param {string} query - The search term.
*/
async function searchPagination(projectId, placementId, visitorId, query) {
const placementPath = client.servingConfigPath(
projectId,
'global',
'default_catalog',
placementId
);

const branchPath = client.branchPath(
projectId,
'global',
'default_catalog',
'default_branch'
);

// First page request
const firstRequest = {
placement: placementPath,
branch: branchPath,
visitorId: visitorId,
query: query,
pageSize: 1,
};

try {
// Set {autoPaginate: false} to manually control the pagination
// and extract the raw response which contains the next_page_token.
const [firstPageResults, , firstRawResponse] = await client.search(
firstRequest,
{autoPaginate: false}
);

console.log('--- First Page ---');
for (const result of firstPageResults) {
console.log(`Product ID: ${result.id}`);
}

const nextPageToken = firstRawResponse.nextPageToken;

if (nextPageToken) {
// Second page request using pageToken
const secondRequest = {
placement: placementPath,
branch: branchPath,
visitorId: visitorId,
query: query,
pageSize: 1,
pageToken: nextPageToken,
};

const [secondPageResults] = await client.search(secondRequest, {
autoPaginate: false,
});

console.log('--- Second Page ---');
for (const result of secondPageResults) {
console.log(`Product ID: ${result.id}`);
}
} else {
console.log('No more pages.');
}
} catch (error) {
console.error(
'Failed to complete paginated search:',
error.message || error
);
}
}
// [END retail_v2_search_pagination]

module.exports = {searchPagination};
80 changes: 80 additions & 0 deletions retail/snippets/searchRequest.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,80 @@
// Copyright 2026 Google LLC
//
// 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.

Comment thread
angelcaamal marked this conversation as resolved.
'use strict';

// [START retail_v2_search_request]
const {SearchServiceClient} = require('@google-cloud/retail');

const client = new SearchServiceClient();

/**
* Search for products using Vertex AI Search for commerce.
*
* Performs a search request for a specific placement.
* Handles both text search (using query) and browse search (using pageCategories).
*
* @param {string} projectId - The Google Cloud project ID.
* @param {string} placementId - The placement name for the search.
* @param {string} visitorId - A unique identifier for the user.
* @param {string} query - The search term for text search.
* @param {string[]} pageCategories - The categories for browse search.
*/
async function searchRequest(
projectId,
placementId,
visitorId,
query = '',
pageCategories = []
) {
const placementPath = client.servingConfigPath(
projectId,
'global',
'default_catalog',
placementId
);

const branchPath = client.branchPath(
projectId,
'global',
'default_catalog',
'default_branch'
);

const request = {
placement: placementPath,
branch: branchPath,
visitorId: visitorId,
query: query,
pageCategories: pageCategories,
pageSize: 10,
};

try {
// Set {autoPaginate: false} to manually control the pagination
const [results] = await client.search(request, {autoPaginate: false});
console.log('--- Search Results ---');
for (const result of results) {
console.log(`Product ID: ${result.id}`);
console.log(`Title: ${result.product.title}`);
console.log(`Scores: ${JSON.stringify(result.modelScores || {})}`);
}
} catch (error) {
console.error('Error executing search request:', error.message || error);
}
}

// [END retail_v2_search_request]

module.exports = {searchRequest};
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