com.alibaba.dashscope.tokenizers.Tokenization Maven / Gradle / Ivy
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// Copyright (c) Alibaba, Inc. and its affiliates.
package com.alibaba.dashscope.tokenizers;
import com.alibaba.dashscope.api.SynchronizeHalfDuplexApi;
import com.alibaba.dashscope.base.HalfDuplexServiceParam;
import com.alibaba.dashscope.common.DashScopeResult;
import com.alibaba.dashscope.common.OutputMode;
import com.alibaba.dashscope.common.ResultCallback;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
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;
import lombok.extern.slf4j.Slf4j;
@Slf4j
public final class Tokenization {
private final SynchronizeHalfDuplexApi syncApi;
private final ApiServiceOption serviceOption;
public static class Models {
public static final String QWEN_TURBO = "qwen-turbo";
public static final String QWEN_PLUS = "qwen-plus";
public static final String QWEN_7B_CHAT = "qwen-7b-chat";
public static final String QWEN_14B_CHAT = "qwen-14b-chat";
public static final String LLAMA2_7B_CHAT_V2 = "llama2-7b-chat-v2";
public static final String LLAMA2_13B_CHAT_V2 = "llama2-13b-chat-v2";
public static final String TEXT_EMBEDDING_V1 = "text-embedding-v1";
public static final String TEXT_EMBEDDING_V2 = "text-embedding-v2";
public static final String QWEN_72B_CHAT = "qwen-72b-chat";
}
public Tokenization() {
serviceOption =
ApiServiceOption.builder()
.protocol(Protocol.HTTP)
.httpMethod(HttpMethod.POST)
.isSSE(false)
.streamingMode(StreamingMode.NONE)
.outputMode(OutputMode.ACCUMULATE)
.taskGroup(null)
.task(null)
.function("tokenizer")
.isService(false)
.build();
syncApi = new SynchronizeHalfDuplexApi<>(serviceOption);
}
public Tokenization(String protocol) {
serviceOption =
ApiServiceOption.builder()
.protocol(Protocol.of(protocol))
.streamingMode(StreamingMode.NONE)
.outputMode(OutputMode.ACCUMULATE)
.taskGroup(null)
.task(null)
.function("tokenizer")
.isService(false)
.build();
syncApi = new SynchronizeHalfDuplexApi<>(serviceOption);
}
/**
* Call the server to get the whole result, only http protocol
*
* @param param The input param of class `HalfDuplexServiceParam`.
* @return The output structure of `TokenizationOutput`.
* @throws NoApiKeyException Can not find api key
* @throws InputRequiredException Missing inputs.
*/
public TokenizationResult call(HalfDuplexServiceParam param)
throws ApiException, NoApiKeyException, InputRequiredException {
param.validate();
return TokenizationResult.fromDashScopeResult(syncApi.call(param));
}
/**
* Call the server to get the result in the callback function.
*
* @param param The input param of class `HalfDuplexServiceParam`.
* @param callback The callback to receive response, the template class is `TokenizationOutput`.
* @throws NoApiKeyException Can not find api key
* @throws ApiException The request failed, possibly due to a network or data error.
* @throws InputRequiredException Missing inputs.
*/
public void call(HalfDuplexServiceParam param, ResultCallback callback)
throws ApiException, NoApiKeyException, InputRequiredException {
param.validate();
syncApi.call(
param,
new ResultCallback() {
@Override
public void onEvent(DashScopeResult message) {
callback.onEvent(TokenizationResult.fromDashScopeResult(message));
}
@Override
public void onComplete() {
callback.onComplete();
}
@Override
public void onError(Exception e) {
callback.onError(e);
}
});
}
}