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feat(genai): add model optimizer text generation samples #10086
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72 changes: 72 additions & 0 deletions
72
genai/snippets/src/main/java/genai/textgeneration/TextGenerationWithRouting.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,72 @@ | ||
| /* | ||
| * 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.textgeneration; | ||
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| // [START googlegenaisdk_textgen_with_routing] | ||
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| import com.google.genai.Client; | ||
| import com.google.genai.types.Content; | ||
| import com.google.genai.types.GenerateContentConfig; | ||
| import com.google.genai.types.GenerateContentResponse; | ||
| import com.google.genai.types.HttpOptions; | ||
| import com.google.genai.types.ModelSelectionConfig; | ||
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| public class TextGenerationWithRouting { | ||
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| public static void main(String[] args) { | ||
| // TODO(developer): Replace these variables before running the sample. | ||
| String promptText = "Why do we have 365 days in a year?"; | ||
| String featureSelectionPreference = "PRIORITIZE_COST"; | ||
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| String generateContentText = generateContent(promptText, featureSelectionPreference); | ||
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| System.out.println("Response: " + generateContentText); | ||
| } | ||
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| // Generates text with text input and routing option | ||
| public static String generateContent(String promptText, String featureSelectionPreference) { | ||
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| // Model name for Model Optimizer | ||
| String modelName = "model-optimizer-exp-04-09"; | ||
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| ModelSelectionConfig modelSelectionConfig = | ||
| ModelSelectionConfig.builder() | ||
| .featureSelectionPreference(featureSelectionPreference) | ||
| .build(); | ||
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| GenerateContentConfig generateContentConfig = | ||
| GenerateContentConfig.builder().modelSelectionConfig(modelSelectionConfig).build(); | ||
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| // 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("us-central1") | ||
| .vertexAI(true) | ||
| .httpOptions(HttpOptions.builder().apiVersion("v1beta1").build()) | ||
| .build()) { | ||
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| GenerateContentResponse response = | ||
| client.models.generateContent(modelName, promptText, generateContentConfig); | ||
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| System.out.print(response.text()); | ||
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| return response.text(); | ||
| } | ||
| } | ||
| } | ||
| // [END googlegenaisdk_textgen_with_routing] | ||
76 changes: 76 additions & 0 deletions
76
...i/snippets/src/main/java/genai/textgeneration/TextGenerationWithRoutingAndTextStream.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,76 @@ | ||
| /* | ||
| * 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.textgeneration; | ||
|
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| // [START googlegenaisdk_textgen_with_routing_and_text_stream] | ||
|
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| import com.google.genai.Client; | ||
| import com.google.genai.ResponseStream; | ||
| import com.google.genai.types.GenerateContentConfig; | ||
| import com.google.genai.types.GenerateContentResponse; | ||
| import com.google.genai.types.HttpOptions; | ||
| import com.google.genai.types.ModelSelectionConfig; | ||
|
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| public class TextGenerationWithRoutingAndTextStream { | ||
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| public static void main(String[] args) { | ||
| // TODO(developer): Replace these variables before running the sample. | ||
| String promptText = "Why do we have 365 days in a year?"; | ||
| String featureSelectionPreference = "BALANCED"; | ||
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| String generateContentStreamText = generateContent(promptText, featureSelectionPreference); | ||
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| System.out.println("Response: " + generateContentStreamText); | ||
| } | ||
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| // Generates text with text input and routing option | ||
| public static String generateContent(String promptText, String featureSelectionPreference) { | ||
|
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| // Model name for Model Optimizer | ||
| String modelName = "model-optimizer-exp-04-09"; | ||
|
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| ModelSelectionConfig modelSelectionConfig = | ||
| ModelSelectionConfig.builder() | ||
| .featureSelectionPreference(featureSelectionPreference) | ||
| .build(); | ||
|
|
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| GenerateContentConfig generateContentConfig = | ||
| GenerateContentConfig.builder().modelSelectionConfig(modelSelectionConfig).build(); | ||
|
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| // 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("us-central1") | ||
| .vertexAI(true) | ||
| .httpOptions(HttpOptions.builder().apiVersion("v1beta1").build()) | ||
| .build()) { | ||
|
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| ResponseStream<GenerateContentResponse> response = | ||
| client.models.generateContentStream(modelName, promptText, generateContentConfig); | ||
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| String streamResponse = ""; | ||
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| for (GenerateContentResponse res : response) { | ||
| streamResponse += res.text(); | ||
| } | ||
|
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| return streamResponse; | ||
| } | ||
| } | ||
| } | ||
| // [END googlegenaisdk_textgen_with_routing_and_text_stream] |
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@nardosalemu Is this still the most up to date model name?