com.alibaba.dashscope.embeddings.TextEmbedding Maven / Gradle / Ivy
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// Copyright (c) Alibaba, Inc. and its affiliates.
package com.alibaba.dashscope.embeddings;
import com.alibaba.dashscope.api.SynchronizeHalfDuplexApi;
import com.alibaba.dashscope.common.DashScopeResult;
import com.alibaba.dashscope.common.Function;
import com.alibaba.dashscope.common.OutputMode;
import com.alibaba.dashscope.common.ResultCallback;
import com.alibaba.dashscope.common.Task;
import com.alibaba.dashscope.common.TaskGroup;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.protocol.ApiServiceOption;
import com.alibaba.dashscope.protocol.HttpMethod;
import com.alibaba.dashscope.protocol.Protocol;
import com.alibaba.dashscope.protocol.StreamingMode;
public class TextEmbedding {
private final SynchronizeHalfDuplexApi syncApi;
private final ApiServiceOption serviceOption;
public final class Models {
public static final String TEXT_EMBEDDING_V1 = "text-embedding-v1";
public static final String TEXT_EMBEDDING_V2 = "text-embedding-v2";
}
private ApiServiceOption defaulApiServiceOption() {
return ApiServiceOption.builder()
.protocol(Protocol.HTTP)
.httpMethod(HttpMethod.POST)
.streamingMode(StreamingMode.NONE)
.outputMode(OutputMode.DIVIDE)
.taskGroup(TaskGroup.EMBEDDINGS.getValue())
.task(Task.TEXT_EMBEDDING.getValue())
.function(Function.TEXT_EMBEDDING.getValue())
.build();
}
public TextEmbedding() {
serviceOption = defaulApiServiceOption();
syncApi = new SynchronizeHalfDuplexApi<>(serviceOption);
}
public TextEmbedding(String baseUrl) {
serviceOption = defaulApiServiceOption();
serviceOption.setBaseHttpUrl(baseUrl);
syncApi = new SynchronizeHalfDuplexApi<>(serviceOption);
}
/**
* Call the server to get the result in the callback function.
*
* @param param The input param of class `GenerationParam`.
* @param callback The callback to receive response, the template class is `GenerationResult`.
* @throws NoApiKeyException Can not find api key
* @throws ApiException The request failed, possibly due to a network or data error.
*/
public void call(TextEmbeddingParam param, ResultCallback callback)
throws ApiException, NoApiKeyException {
syncApi.call(
param,
new ResultCallback() {
@Override
public void onEvent(DashScopeResult message) {
callback.onEvent(TextEmbeddingResult.fromDashScopeResult(message));
}
@Override
public void onComplete() {
callback.onComplete();
}
@Override
public void onError(Exception e) {
callback.onError(e);
}
});
}
/**
* Call the server to get the whole result, only http protocol
*
* @param param The input param of class `ConversationParam`.
* @return The output structure of `QWenConversationResult`.
* @throws NoApiKeyException Can not find api key
* @throws ApiException The request failed, possibly due to a network or data error.
*/
public TextEmbeddingResult call(TextEmbeddingParam param) throws ApiException, NoApiKeyException {
return TextEmbeddingResult.fromDashScopeResult(syncApi.call(param));
}
}