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feat(genai): Adding content cache samples #4147
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ad2afbd
linter and all modules from content cache
52fde9f
content-cache code with a tests
a2fccb5
content-cache code with tests
c01d51e
bumping version and fixing tests
09d739b
bumping version and fixing tests
16d1cc0
Merge branch 'main' into sample/content_cache
msampathkumar 7db1efc
Merge branch 'main' into sample/content_cache
Guiners d2adbeb
adding samples, test, lints
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82 changes: 82 additions & 0 deletions
82
genai/content-cache/content-cache-create-with-txt-gcs-pdf.js
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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_contentcache_create_with_txt_gcs_pdf] | ||
|
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const {GoogleGenAI} = require('@google/genai'); | ||
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const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT; | ||
const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global'; | ||
async function generateContent( | ||
projectId = GOOGLE_CLOUD_PROJECT, | ||
location = GOOGLE_CLOUD_LOCATION | ||
) { | ||
const ai = new GoogleGenAI({ | ||
vertexai: true, | ||
project: projectId, | ||
location: location, | ||
httpOptions: { | ||
apiVersion: 'v1', | ||
}, | ||
}); | ||
|
||
const systemInstruction = ` | ||
You are an expert researcher. You always stick to the facts in the sources provided, and never make up new facts. | ||
Now look at these research papers, and answer the following questions. | ||
`; | ||
|
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const contents = [ | ||
{ | ||
role: 'user', | ||
parts: [ | ||
{ | ||
fileData: { | ||
fileUri: | ||
'gs://cloud-samples-data/generative-ai/pdf/2312.11805v3.pdf', | ||
mimeType: 'application/pdf', | ||
}, | ||
}, | ||
{ | ||
fileData: { | ||
fileUri: 'gs://cloud-samples-data/generative-ai/pdf/2403.05530.pdf', | ||
mimeType: 'application/pdf', | ||
}, | ||
}, | ||
], | ||
}, | ||
]; | ||
|
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const contentCache = await ai.caches.create({ | ||
model: 'gemini-2.5-flash', | ||
config: { | ||
contents: contents, | ||
systemInstruction: systemInstruction, | ||
displayName: 'example-cache', | ||
ttl: '86400s', | ||
}, | ||
}); | ||
|
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console.log(contentCache); | ||
console.log(contentCache.name); | ||
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return contentCache.name; | ||
} | ||
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// [END googlegenaisdk_contentcache_create_with_txt_gcs_pdf] | ||
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module.exports = { | ||
generateContent, | ||
}; |
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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'; | ||
|
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// [START googlegenaisdk_contentcache_delete] | ||
const {GoogleGenAI} = require('@google/genai'); | ||
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const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT; | ||
const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global'; | ||
|
||
async function generateContent( | ||
projectId = GOOGLE_CLOUD_PROJECT, | ||
location = GOOGLE_CLOUD_LOCATION, | ||
cacheName | ||
) { | ||
const ai = new GoogleGenAI({ | ||
vertexai: true, | ||
project: projectId, | ||
location: location, | ||
httpOptions: { | ||
apiVersion: 'v1', | ||
}, | ||
}); | ||
|
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console.log('Removing cache'); | ||
const contentCache = await ai.caches.delete({ | ||
name: cacheName, | ||
}); | ||
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console.log(contentCache.text); | ||
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return contentCache; | ||
} | ||
// [END googlegenaisdk_contentcache_delete] | ||
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module.exports = { | ||
generateContent, | ||
}; |
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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_contentcache_list] | ||
|
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const {GoogleGenAI} = require('@google/genai'); | ||
|
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const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT; | ||
const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global'; | ||
async function generateContent( | ||
projectId = GOOGLE_CLOUD_PROJECT, | ||
location = GOOGLE_CLOUD_LOCATION | ||
) { | ||
const ai = new GoogleGenAI({ | ||
vertexai: true, | ||
project: projectId, | ||
location: location, | ||
httpOptions: { | ||
apiVersion: 'v1', | ||
}, | ||
}); | ||
|
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const contentCacheList = await ai.caches.list(); | ||
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// Access individual properties of a ContentCache object(s) | ||
const contentCacheNames = []; | ||
for (const contentCache of contentCacheList.pageInternal) { | ||
console.log( | ||
`Cache \`${contentCache.name}\` for model \`${contentCache.model}\`` | ||
); | ||
console.log(`Last updated at: ${contentCache.updateTime}`); | ||
console.log(`Expires at: ${contentCache.expireTime}`); | ||
contentCacheNames.push(contentCache.name); | ||
} | ||
console.log(); | ||
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return contentCacheNames; | ||
} | ||
// [END googlegenaisdk_contentcache_list] | ||
|
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module.exports = { | ||
generateContent, | ||
}; |
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---|---|---|
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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'; | ||
|
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// [START googlegenaisdk_contentcache_update] | ||
const {GoogleGenAI} = require('@google/genai'); | ||
const {DateTime} = require('luxon'); | ||
|
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const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT; | ||
const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global'; | ||
|
||
|
||
async function generateContent( | ||
projectId = GOOGLE_CLOUD_PROJECT, | ||
location = GOOGLE_CLOUD_LOCATION, | ||
cacheName | ||
) { | ||
const ai = new GoogleGenAI({ | ||
vertexai: true, | ||
project: projectId, | ||
location: location, | ||
httpOptions: { | ||
apiVersion: 'v1', | ||
}, | ||
}); | ||
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let contentCache = await ai.caches.get({ | ||
name: cacheName, | ||
}); | ||
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console.log('Expire time', contentCache.expireTime); | ||
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contentCache = await ai.caches.update({ | ||
name: cacheName, | ||
config: { | ||
ttl: '36000s', | ||
}, | ||
}); | ||
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const expireTime = DateTime.fromISO(contentCache.expireTime, {zone: 'utc'}); | ||
const now = DateTime.utc(); | ||
const timeDiff = expireTime.diff(now, ['seconds']); | ||
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console.log('Expire time (after update):', expireTime.toISO()); | ||
console.log('Expire time (in seconds):', Math.floor(timeDiff.seconds)); | ||
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const nextWeekUtc = DateTime.utc().plus({days: 7}); | ||
console.log('Next week (UTC):', nextWeekUtc.toISO()); | ||
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contentCache = await ai.caches.update({ | ||
name: cacheName, | ||
config: { | ||
expireTime: nextWeekUtc, | ||
}, | ||
}); | ||
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console.log('Expire time (after update):', contentCache.expireTime); | ||
return contentCache; | ||
} | ||
// [END googlegenaisdk_contentcache_update] | ||
|
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module.exports = { | ||
generateContent, | ||
}; |
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---|---|---|
@@ -0,0 +1,55 @@ | ||
// 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'; | ||
|
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// [START googlegenaisdk_contentcache_use_with_txt] | ||
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const {GoogleGenAI} = require('@google/genai'); | ||
|
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const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT; | ||
const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global'; | ||
|
||
|
||
async function generateContent( | ||
projectId = GOOGLE_CLOUD_PROJECT, | ||
location = GOOGLE_CLOUD_LOCATION, | ||
cacheName | ||
) { | ||
const ai = new GoogleGenAI({ | ||
vertexai: true, | ||
project: projectId, | ||
location: location, | ||
httpOptions: { | ||
apiVersion: 'v1', | ||
}, | ||
}); | ||
|
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const response = await ai.models.generateContent({ | ||
model: 'gemini-2.5-flash', | ||
contents: 'Summarize the pdfs', | ||
config: { | ||
cachedContent: cacheName, | ||
}, | ||
}); | ||
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console.log(response.text); | ||
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return response.text; | ||
} | ||
// [END googlegenaisdk_contentcache_use_with_txt] | ||
|
||
module.exports = { | ||
generateContent, | ||
}; |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,53 @@ | ||
// 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'); | ||
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const projectId = process.env.CAIP_PROJECT_ID; | ||
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const createSample = require('../content-cache/content-cache-create-with-txt-gcs-pdf.js'); | ||
const useSample = require('../content-cache/content-cache-use-with-txt.js'); | ||
const updateSample = require('../content-cache/content-cache-update.js'); | ||
const deleteSample = require('../content-cache/content-cache-delete.js'); | ||
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describe('content-cache-create-use-update-delete', function () { | ||
this.timeout(60000); | ||
let contentCacheName; | ||
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it('should create content cache', async () => { | ||
contentCacheName = await createSample.generateContent(projectId); | ||
assert.isString(contentCacheName); | ||
assert.isAbove(contentCacheName.length, 0); | ||
}); | ||
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it('should update content cache', async () => { | ||
await updateSample.generateContent(projectId, undefined, contentCacheName); | ||
}); | ||
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it('should use content cache', async () => { | ||
const response = await useSample.generateContent( | ||
projectId, | ||
undefined, | ||
contentCacheName | ||
); | ||
assert.isString(response); | ||
}); | ||
|
||
it('should delete content cache', async () => { | ||
await deleteSample.generateContent(projectId, undefined, contentCacheName); | ||
}); | ||
}); |
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