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add code execution samples #198
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davidmotson
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Jul 10, 2024
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63 changes: 63 additions & 0 deletions
63
samples/src/main/java/com/google/ai/client/generative/samples/code_execution.kt
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/* | ||
* 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 | ||
* | ||
* 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 com.google.ai.client.generative.samples | ||
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import com.google.ai.client.generativeai.GenerativeModel | ||
import com.google.ai.client.generativeai.type.Tool | ||
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// Set up your API Key | ||
// ==================== | ||
// | ||
// To use the Gemini API, you'll need an API key. To learn more, see | ||
// the "Set up your API Key section" in the [Gemini API | ||
// quickstart](https://ai.google.dev/gemini-api/docs/quickstart?lang=android#set-up-api-key). | ||
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suspend fun codeExecutionBasic() { | ||
// [START code_execution_basic] | ||
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val model = GenerativeModel( | ||
// Specify a Gemini model appropriate for your use case | ||
modelName = "gemini-1.5-pro", | ||
// Access your API key as a Build Configuration variable (see "Set up your API key" above) | ||
apiKey = BuildConfig.apiKey, | ||
tools = listOf(Tool.CODE_EXECUTION) | ||
) | ||
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val response = model.generateContent("What is the sum of the first 50 prime numbers?") | ||
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println(response.text) | ||
// [END code_execution_basic] | ||
} | ||
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suspend fun codeExecutionChat() { | ||
// [START code_execution_chat] | ||
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val model = GenerativeModel( | ||
// Specify a Gemini model appropriate for your use case | ||
modelName = "gemini-1.5-pro", | ||
// Access your API key as a Build Configuration variable (see "Set up your API key" above) | ||
apiKey = BuildConfig.apiKey, | ||
tools = listOf(Tool.CODE_EXECUTION) | ||
) | ||
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val chat = model.startChat() | ||
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val response = chat.sendMessage("What is the sum of the first 50 prime numbers?") | ||
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println(response.text) | ||
// [END code_execution_chat] | ||
} |
123 changes: 123 additions & 0 deletions
123
samples/src/main/java/com/google/ai/client/generative/samples/java/code_execution.java
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// 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 | ||
// | ||
// 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 com.google.ai.client.generative.samples.java; | ||
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import com.google.ai.client.generativeai.GenerativeModel; | ||
import com.google.ai.client.generativeai.java.ChatFutures; | ||
import com.google.ai.client.generativeai.java.GenerativeModelFutures; | ||
import com.google.ai.client.generativeai.type.Content; | ||
import com.google.ai.client.generativeai.type.GenerateContentResponse; | ||
import com.google.ai.client.generativeai.type.RequestOptions; | ||
import com.google.ai.client.generativeai.type.Tool; | ||
import com.google.common.util.concurrent.FutureCallback; | ||
import com.google.common.util.concurrent.Futures; | ||
import com.google.common.util.concurrent.ListenableFuture; | ||
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import java.util.Arrays; | ||
import java.util.Collections; | ||
import java.util.concurrent.Executor; | ||
import java.util.concurrent.Executors; | ||
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// Set up your API Key | ||
// ==================== | ||
// | ||
// To use the Gemini API, you'll need an API key. To learn more, see | ||
// the "Set up your API Key section" in the [Gemini API | ||
// quickstart](https://ai.google.dev/gemini-api/docs/quickstart?lang=android#set-up-api-key). | ||
class CodeExecution { | ||
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void codeExecutionBasic() { | ||
// [START code_execution_basic] | ||
// Specify a Gemini model appropriate for your use case | ||
GenerativeModel gm = | ||
new GenerativeModel( | ||
/* modelName */ "gemini-1.5-pro", | ||
// Access your API key as a Build Configuration variable (see "Set up your API key" | ||
// above) | ||
/* apiKey */ BuildConfig.apiKey, | ||
/* generationConfig */ null, | ||
/* safetySettings */ null, | ||
/* requestOptions */ new RequestOptions(), | ||
/* tools */ Collections.singletonList(Tool.Companion.getCODE_EXECUTION())); | ||
GenerativeModelFutures model = GenerativeModelFutures.from(gm); | ||
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Content inputContent = | ||
new Content.Builder().addText("What is the sum of the first 50 prime numbers?").build(); | ||
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// For illustrative purposes only. You should use an executor that fits your needs. | ||
Executor executor = Executors.newSingleThreadExecutor(); | ||
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ListenableFuture<GenerateContentResponse> response = model.generateContent(inputContent); | ||
Futures.addCallback( | ||
response, | ||
new FutureCallback<GenerateContentResponse>() { | ||
@Override | ||
public void onSuccess(GenerateContentResponse result) { | ||
String resultText = result.getText(); | ||
System.out.println(resultText); | ||
} | ||
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@Override | ||
public void onFailure(Throwable t) { | ||
t.printStackTrace(); | ||
} | ||
}, | ||
executor); | ||
// [END code_execution_basic] | ||
} | ||
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void codeExecutionChat() { | ||
// [START code_execution_chat] | ||
// Specify a Gemini model appropriate for your use case | ||
GenerativeModel gm = | ||
new GenerativeModel( | ||
/* modelName */ "gemini-1.5-pro", | ||
// Access your API key as a Build Configuration variable (see "Set up your API key" | ||
// above) | ||
/* apiKey */ BuildConfig.apiKey, | ||
/* generationConfig */ null, | ||
/* safetySettings */ null, | ||
/* requestOptions */ new RequestOptions(), | ||
/* tools */ Collections.singletonList(Tool.Companion.getCODE_EXECUTION())); | ||
GenerativeModelFutures model = GenerativeModelFutures.from(gm); | ||
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Content inputContent = | ||
new Content.Builder().addText("What is the sum of the first 50 prime numbers?").build(); | ||
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ChatFutures chat = model.startChat(); | ||
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// For illustrative purposes only. You should use an executor that fits your needs. | ||
Executor executor = Executors.newSingleThreadExecutor(); | ||
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ListenableFuture<GenerateContentResponse> response = chat.sendMessage(inputContent); | ||
Futures.addCallback( | ||
response, | ||
new FutureCallback<GenerateContentResponse>() { | ||
@Override | ||
public void onSuccess(GenerateContentResponse result) { | ||
String resultText = result.getText(); | ||
System.out.println(resultText); | ||
} | ||
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@Override | ||
public void onFailure(Throwable t) { | ||
t.printStackTrace(); | ||
} | ||
}, | ||
executor); | ||
// [END code_execution_chat] | ||
} | ||
} |
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This is the same comment I had with Python, I think we should use executableCode too? See
https://github.com/google-gemini/generative-ai-python/pull/451/files#r1672978021