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Original file line number Diff line number Diff line change
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// Copyright 2025 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
//
// https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or written agreement, 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 License for the License.
// limitations under the License.

'use strict';

// [START googlegenaisdk_counttoken_localtokenizer_compute_with_txt]
const {GoogleGenAI} = require('@google/genai');

const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT;
const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global';

async function counttokenLocalTokenizerCompute() {
const client = new GoogleGenAI({
vertexai: true,
project: GOOGLE_CLOUD_PROJECT,
location: GOOGLE_CLOUD_LOCATION,
httpOptions: {apiVersion: 'v1'},
});

const response = await client.models.computeTokens({
model: 'gemini-2.5-flash',
contents: "What's the longest word in the English language?",
});

console.log(response.tokensInfo);

// Example output:
// {
// tokensInfo: [
// {
// role: 'user',
// tokenIds: [...],
// tokens: [...],
// }
// ]
// }

return response.tokensInfo;
}
// [END googlegenaisdk_counttoken_localtokenizer_compute_with_txt]

module.exports = {
counttokenLocalTokenizerCompute,
};
48 changes: 48 additions & 0 deletions genai/count-tokens/counttoken-localtokenizer-with-txt.js
Original file line number Diff line number Diff line change
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// Copyright 2025 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
//
// https://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 googlegenaisdk_counttoken_localtokenizer_with_txt]

const {GoogleGenAI} = require('@google/genai');

const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT;
const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global';

async function counttokenLocalTokenizer() {
const client = new GoogleGenAI({
vertexai: true,
project: GOOGLE_CLOUD_PROJECT,
location: GOOGLE_CLOUD_LOCATION,
httpOptions: {apiVersion: 'v1'},
});

const response = await client.models.countTokens({
model: 'gemini-2.5-flash',
contents: "What's the highest mountain in Africa?",
});

console.log(response.totalTokens);

// Example output:
// { totalTokens: 10 }

return response.totalTokens;
}
// [END googlegenaisdk_counttoken_localtokenizer_with_txt]

module.exports = {
counttokenLocalTokenizer,
};
32 changes: 32 additions & 0 deletions genai/test/counttoken-localtokenizer-compute-with-txt.test.js
Original file line number Diff line number Diff line change
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// Copyright 2025 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
//
// https://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';

const {assert} = require('chai');
const {describe, it} = require('mocha');

const projectId = process.env.CAIP_PROJECT_ID;
const sample = require('../count-tokens/counttoken-localtokenizer-compute-with-txt.js');
const {delay} = require('./util');

describe('counttoken-localtokenizer-compute-with-txt', () => {
it('should return totalTokens from text prompt', async function () {
this.timeout(18000);
this.retries(4);
await delay(this.test);
const output = await sample.counttokenLocalTokenizerCompute(projectId);
assert(output.length > 0);
});
});
32 changes: 32 additions & 0 deletions genai/test/counttoken-localtokenizer-with-txt.test.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@
// Copyright 2025 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
//
// https://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';

const {assert} = require('chai');
const {describe, it} = require('mocha');

const projectId = process.env.CAIP_PROJECT_ID;
const sample = require('../count-tokens/counttoken-localtokenizer-with-txt.js');
const {delay} = require('./util');

describe('counttoken-localtokenizer-with-txt', () => {
it('should return totalTokens from text prompt', async function () {
this.timeout(18000);
this.retries(4);
await delay(this.test);
const output = await sample.counttokenLocalTokenizer(projectId);
assert(output > 0);
});
});