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feat(genai): add migrated functionCallingBasic sample from generative-ai #4366
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ade312b
feat(genai): introduce new sample and region tag for function calling…
angelcaamal 0160c0c
test(genai): strengthen function calling test assertions
angelcaamal 488caf2
fix(genai): update environment variables in function calling test
angelcaamal d6fec0e
fix(genai): correct sample path in function calling test
angelcaamal 3238af0
fix: update region tag for function calling
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,44 @@ | ||
| // Copyright 2024 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 cp = require('child_process'); | ||
| const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'}); | ||
|
|
||
| const projectId = process.env.GOOGLE_CLOUD_PROJECT; | ||
| const location = process.env.GOOGLE_CLOUD_LOCATION || 'global'; | ||
| const model = 'gemini-2.5-flash'; | ||
|
|
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| describe('tools-func-calling-basic', () => { | ||
| /** | ||
| * TODO(developer): Uncomment these variables before running the sample.\ | ||
| * (Not necessary if passing values as arguments) | ||
| */ | ||
| // const projectId = 'YOUR_PROJECT_ID'; | ||
| // const location = 'YOUR_LOCATION'; | ||
| // const model = 'gemini-2.5-flash'; | ||
|
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| it('should define a function and have the model invoke it', async () => { | ||
| const output = execSync( | ||
| `node ./tools-func-calling-basic.js ${projectId} ${location} ${model}` | ||
| ); | ||
|
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| // Assert that the response is what we expect | ||
| assert(output.length > 0); | ||
| assert.include(output, 'get_current_weather'); | ||
| }); | ||
| }); | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,69 @@ | ||
| // Copyright 2024 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. | ||
|
|
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| // [START aiplatform_genai_function_calling_basic] | ||
| const {GoogleGenAI} = require('@google/genai'); | ||
|
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| const tools = [ | ||
| { | ||
| functionDeclarations: [ | ||
| { | ||
| name: 'get_current_weather', | ||
| description: 'get weather in a given location', | ||
| parameters: { | ||
| type: 'OBJECT', | ||
| properties: { | ||
| location: {type: 'STRING'}, | ||
| unit: { | ||
| type: 'STRING', | ||
| enum: ['celsius', 'fahrenheit'], | ||
| }, | ||
| }, | ||
| required: ['location'], | ||
| }, | ||
| }, | ||
| ], | ||
| }, | ||
| ]; | ||
|
|
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| /** | ||
| * TODO(developer): Update these variables before running the sample. | ||
| */ | ||
| async function functionCallingBasic( | ||
| projectId = 'PROJECT_ID', | ||
| location = 'us-central1', | ||
| model = 'gemini-2.5-flash' | ||
| ) { | ||
| // Initialize client with your Cloud project and location | ||
| const client = new GoogleGenAI({ | ||
| vertexai: true, | ||
| project: projectId, | ||
| location: location, | ||
| }); | ||
|
|
||
| const result = await client.models.generateContent({ | ||
| model: model, | ||
| contents: 'What is the weather in Boston?', | ||
| config: { | ||
| tools: tools, | ||
| }, | ||
| }); | ||
| console.log(JSON.stringify(result.functionCalls)); | ||
| } | ||
| // [END aiplatform_genai_function_calling_basic] | ||
|
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| functionCallingBasic(...process.argv.slice(2)).catch(err => { | ||
| console.error(err.message); | ||
| process.exitCode = 1; | ||
| }); |
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