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feat(genai): add Vertex AI Search tool sample #10150
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gericdong
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GoogleCloudPlatform:main
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jdomingr:genai-sdk-vais-tool-sample
Sep 19, 2025
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c0dcf74
feat: add new GenAI Vais tool sample
43143ba
refactor: change the way the datastore string was consctructed for be…
42e7f28
merge main into this branch and resolve test conflicts
11b51af
include mockito in pom and change tool vais test to mock it instead o…
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77 changes: 77 additions & 0 deletions
77
genai/snippets/src/main/java/genai/tools/ToolsVaisWithText.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,77 @@ | ||
| /* | ||
| * 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 | ||
| * | ||
| * 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. | ||
| */ | ||
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| package genai.tools; | ||
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| // [START googlegenaisdk_tools_vais_with_txt] | ||
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| import com.google.genai.Client; | ||
| import com.google.genai.types.GenerateContentConfig; | ||
| import com.google.genai.types.GenerateContentResponse; | ||
| import com.google.genai.types.HttpOptions; | ||
| import com.google.genai.types.Retrieval; | ||
| import com.google.genai.types.Tool; | ||
| import com.google.genai.types.VertexAISearch; | ||
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| public class ToolsVaisWithText { | ||
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| public static void main(String[] args) { | ||
| // TODO(developer): Replace these variables before running the sample. | ||
| String modelId = "gemini-2.5-flash"; | ||
| // Load Data Store ID from Vertex AI Search | ||
| // E.g datastoreId = | ||
| // "projects/project-id/locations/global/collections/default_collection/dataStores/datastore-id" | ||
| String datastoreId = "your-datastore"; | ||
| generateContent(modelId, datastoreId); | ||
| } | ||
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| // Generates text with Vertex AI Search tool | ||
| public static String generateContent(String modelId, String datastoreId) { | ||
| // Initialize client that will be used to send requests. This client only needs to be created | ||
| // once, and can be reused for multiple requests. | ||
| try (Client client = | ||
| Client.builder() | ||
| .location("global") | ||
| .vertexAI(true) | ||
| .httpOptions(HttpOptions.builder().apiVersion("v1").build()) | ||
| .build()) { | ||
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| // Set the VertexAI Search tool and the datastore that the model can use to retrieve data from | ||
| Tool vaisSearchTool = | ||
| Tool.builder() | ||
| .retrieval( | ||
| Retrieval.builder() | ||
| .vertexAiSearch(VertexAISearch.builder().datastore(datastoreId).build()) | ||
| .build()) | ||
| .build(); | ||
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| // Create a GenerateContentConfig and set the Vertex AI Search tool | ||
| GenerateContentConfig contentConfig = | ||
| GenerateContentConfig.builder().tools(vaisSearchTool).build(); | ||
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| GenerateContentResponse response = | ||
| client.models.generateContent( | ||
| modelId, "How do I make an appointment to renew my driver's license?", contentConfig); | ||
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| System.out.print(response.text()); | ||
| // Example response: | ||
| // The process for making an appointment to renew your driver's license varies depending | ||
| // on your location. To provide you with the most accurate instructions... | ||
| return response.text(); | ||
| } | ||
| } | ||
| } | ||
| // [END googlegenaisdk_tools_vais_with_txt] | ||
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