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/*
* Copyright (c) 2023-2025, Agents-Flex (fuhai999@gmail.com).
* <p>
* 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
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* 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.
*/
package com.agentsflex.llm.siliconflow;
import com.agentsflex.core.document.Document;
import com.agentsflex.core.llm.BaseLlm;
import com.agentsflex.core.llm.ChatOptions;
import com.agentsflex.core.llm.StreamResponseListener;
import com.agentsflex.core.llm.client.BaseLlmClientListener;
import com.agentsflex.core.llm.client.HttpClient;
import com.agentsflex.core.llm.client.LlmClient;
import com.agentsflex.core.llm.client.LlmClientListener;
import com.agentsflex.core.llm.client.impl.SseClient;
import com.agentsflex.core.llm.embedding.EmbeddingOptions;
import com.agentsflex.core.llm.response.AiMessageResponse;
import com.agentsflex.core.parser.AiMessageParser;
import com.agentsflex.core.prompt.Prompt;
import com.agentsflex.core.store.VectorData;
import com.agentsflex.core.util.LogUtil;
import com.agentsflex.core.util.StringUtil;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.alibaba.fastjson.JSONPath;
import java.util.HashMap;
import java.util.Map;
import java.util.function.Consumer;
/**
* @author daxian1218
*/
public class SiliconflowLlm extends BaseLlm<SiliconflowConfig> {
private final Map<String, String> headers = new HashMap<>();
private final HttpClient httpClient = new HttpClient();
private final AiMessageParser aiMessageParser = SiliconflowLlmUtil.getAiMessageParser(false);
private final AiMessageParser streamMessageParser = SiliconflowLlmUtil.getAiMessageParser(true);
public SiliconflowLlm(SiliconflowConfig config) {
super(config);
headers.put("Content-Type", "application/json");
headers.put("Accept", "application/json");
headers.put("Authorization", "Bearer " + getConfig().getApiKey());
}
public static SiliconflowLlm of(String apiKey) {
SiliconflowConfig config = new SiliconflowConfig();
config.setApiKey(apiKey);
return new SiliconflowLlm(config);
}
@Override
public AiMessageResponse chat(Prompt prompt, ChatOptions options) {
Consumer<Map<String, String>> headersConfig = config.getHeadersConfig();
if (headersConfig != null) {
headersConfig.accept(headers);
}
String payload = SiliconflowLlmUtil.promptToPayload(prompt, config, options, false);
String endpoint = config.getEndpoint();
String response = httpClient.post(endpoint + "/chat/completions", headers, payload);
if (config.isDebug()) {
LogUtil.println(">>>>receive payload:" + response);
}
if (StringUtil.noText(response)) {
return AiMessageResponse.error(prompt, response, "no content for response.");
}
if (response.startsWith("{")) {
JSONObject jsonObject = JSON.parseObject(response);
Integer code = jsonObject.getInteger("code");
if (code != null) {
return AiMessageResponse.error(prompt, response, jsonObject.getString("message"));
}
return new AiMessageResponse(prompt, response, aiMessageParser.parse(jsonObject));
}
return AiMessageResponse.error(prompt, response, response);
}
@Override
public void chatStream(Prompt prompt, StreamResponseListener streamResponseListener, ChatOptions chatOptions) {
LlmClient llmClient = new SseClient();
String payload = SiliconflowLlmUtil.promptToPayload(prompt, config, chatOptions, true);
String endpoint = config.getEndpoint();
LlmClientListener clientListener = new BaseLlmClientListener(this, llmClient, streamResponseListener, prompt, streamMessageParser);
llmClient.start(endpoint + "/chat/completions", headers, payload, clientListener, config);
}
@Override
public void chatStream(Prompt prompt, StreamResponseListener streamResponseListener) {
chatStream(prompt, streamResponseListener, ChatOptions.DEFAULT);
}
@Override
public VectorData embed(Document document, EmbeddingOptions embeddingOptions) {
Consumer<Map<String, String>> headersConfig = config.getHeadersConfig();
if (headersConfig != null) {
headersConfig.accept(headers);
}
String payload = SiliconflowLlmUtil.documentToPayload(document, config, embeddingOptions);
String endpoint = config.getEndpoint();
String response = httpClient.post(endpoint + "/embeddings", headers, payload);
if (config.isDebug()) {
LogUtil.println(">>>>receive payload:" + response);
}
if (StringUtil.noText(response)) {
return null;
}
if (response.startsWith("{")) {
JSONObject jsonObject = JSON.parseObject(response);
Integer code = jsonObject.getInteger("code");
if (code != null) {
return null;
}
VectorData vectorData = new VectorData();
vectorData.setVector(JSONPath.read(response, "$.data[0].embedding", double[].class));
return vectorData;
}
return null;
}
}