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[QianFan Chat Documentation](https://docs.spring.io/spring-ai/reference/1.0-SNAPSHOT/api/chat/qianfan-chat.html) | ||
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[QianFan Embedding Documentation](https://docs.spring.io/spring-ai/reference/1.0-SNAPSHOT/api/embeddings/qianfan-embeddings.html) |
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<?xml version="1.0" encoding="UTF-8"?> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
<parent> | ||
<groupId>org.springframework.ai</groupId> | ||
<artifactId>spring-ai</artifactId> | ||
<version>1.0.0-SNAPSHOT</version> | ||
<relativePath>../../pom.xml</relativePath> | ||
</parent> | ||
<artifactId>spring-ai-qianfan</artifactId> | ||
<packaging>jar</packaging> | ||
<name>Spring AI QianFan</name> | ||
<description>Baidu QianFan support</description> | ||
<url>https://github.com/spring-projects/spring-ai</url> | ||
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<scm> | ||
<url>https://github.com/spring-projects/spring-ai</url> | ||
<connection>git://github.com/spring-projects/spring-ai.git</connection> | ||
<developerConnection>git@github.com:spring-projects/spring-ai.git</developerConnection> | ||
</scm> | ||
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<dependencies> | ||
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<!-- production dependencies --> | ||
<dependency> | ||
<groupId>org.springframework.ai</groupId> | ||
<artifactId>spring-ai-core</artifactId> | ||
<version>${project.parent.version}</version> | ||
</dependency> | ||
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<dependency> | ||
<groupId>org.springframework.ai</groupId> | ||
<artifactId>spring-ai-retry</artifactId> | ||
<version>${project.parent.version}</version> | ||
</dependency> | ||
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<!-- Spring Framework --> | ||
<dependency> | ||
<groupId>org.springframework</groupId> | ||
<artifactId>spring-context-support</artifactId> | ||
</dependency> | ||
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<dependency> | ||
<groupId>org.springframework.boot</groupId> | ||
<artifactId>spring-boot-starter-logging</artifactId> | ||
</dependency> | ||
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<!-- test dependencies --> | ||
<dependency> | ||
<groupId>org.springframework.ai</groupId> | ||
<artifactId>spring-ai-test</artifactId> | ||
<version>${project.version}</version> | ||
<scope>test</scope> | ||
</dependency> | ||
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</dependencies> | ||
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</project> |
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models/spring-ai-qianfan/src/main/java/org/springframework/ai/qianfan/QianFanChatClient.java
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/* | ||
* Copyright 2023 - 2024 the original author or authors. | ||
* | ||
* 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 | ||
* | ||
* https://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. | ||
*/ | ||
package org.springframework.ai.qianfan; | ||
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import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
import org.springframework.ai.chat.ChatClient; | ||
import org.springframework.ai.chat.ChatResponse; | ||
import org.springframework.ai.chat.Generation; | ||
import org.springframework.ai.chat.StreamingChatClient; | ||
import org.springframework.ai.chat.prompt.ChatOptions; | ||
import org.springframework.ai.chat.prompt.Prompt; | ||
import org.springframework.ai.model.ModelOptionsUtils; | ||
import org.springframework.ai.qianfan.api.QianFanApi; | ||
import org.springframework.ai.qianfan.api.QianFanApi.ChatCompletion; | ||
import org.springframework.ai.qianfan.api.QianFanApi.ChatCompletionChunk; | ||
import org.springframework.ai.qianfan.api.QianFanApi.ChatCompletionMessage; | ||
import org.springframework.ai.qianfan.api.QianFanApi.ChatCompletionMessage.Role; | ||
import org.springframework.ai.qianfan.api.QianFanApi.ChatCompletionRequest; | ||
import org.springframework.ai.retry.RetryUtils; | ||
import org.springframework.http.ResponseEntity; | ||
import org.springframework.retry.support.RetryTemplate; | ||
import org.springframework.util.Assert; | ||
import reactor.core.publisher.Flux; | ||
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import java.util.Collections; | ||
import java.util.List; | ||
import java.util.Map; | ||
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/** | ||
* {@link ChatClient} and {@link StreamingChatClient} implementation for | ||
* {@literal QianFan} backed by {@link QianFanApi}. | ||
* | ||
* @author Geng Rong | ||
* @see ChatClient | ||
* @see StreamingChatClient | ||
* @see QianFanApi | ||
*/ | ||
public class QianFanChatClient implements ChatClient, StreamingChatClient { | ||
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private static final Logger logger = LoggerFactory.getLogger(QianFanChatClient.class); | ||
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/** | ||
* The default options used for the chat completion requests. | ||
*/ | ||
private final QianFanChatOptions defaultOptions; | ||
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/** | ||
* The retry template used to retry the QianFan API calls. | ||
*/ | ||
public final RetryTemplate retryTemplate; | ||
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/** | ||
* Low-level access to the QianFan API. | ||
*/ | ||
private final QianFanApi qianFanApi; | ||
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/** | ||
* Creates an instance of the QianFanChatClient. | ||
* @param qianFanApi The QianFanApi instance to be used for interacting with the | ||
* QianFan Chat API. | ||
* @throws IllegalArgumentException if QianFanApi is null | ||
*/ | ||
public QianFanChatClient(QianFanApi qianFanApi) { | ||
this(qianFanApi, | ||
QianFanChatOptions.builder().withModel(QianFanApi.DEFAULT_CHAT_MODEL).withTemperature(0.7f).build()); | ||
} | ||
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/** | ||
* Initializes an instance of the QianFanChatClient. | ||
* @param qianFanApi The QianFanApi instance to be used for interacting with the | ||
* QianFan Chat API. | ||
* @param options The QianFanChatOptions to configure the chat client. | ||
*/ | ||
public QianFanChatClient(QianFanApi qianFanApi, QianFanChatOptions options) { | ||
this(qianFanApi, options, RetryUtils.DEFAULT_RETRY_TEMPLATE); | ||
} | ||
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/** | ||
* Initializes a new instance of the QianFanChatClient. | ||
* @param qianFanApi The QianFanApi instance to be used for interacting with the | ||
* QianFan Chat API. | ||
* @param options The QianFanChatOptions to configure the chat client. | ||
* @param retryTemplate The retry template. | ||
*/ | ||
public QianFanChatClient(QianFanApi qianFanApi, QianFanChatOptions options, RetryTemplate retryTemplate) { | ||
Assert.notNull(qianFanApi, "QianFanApi must not be null"); | ||
Assert.notNull(options, "Options must not be null"); | ||
Assert.notNull(retryTemplate, "RetryTemplate must not be null"); | ||
this.qianFanApi = qianFanApi; | ||
this.defaultOptions = options; | ||
this.retryTemplate = retryTemplate; | ||
} | ||
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@Override | ||
public ChatResponse call(Prompt prompt) { | ||
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ChatCompletionRequest request = createRequest(prompt, false); | ||
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return this.retryTemplate.execute(ctx -> { | ||
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ResponseEntity<ChatCompletion> completionEntity = this.doChatCompletion(request); | ||
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var chatCompletion = completionEntity.getBody(); | ||
if (chatCompletion == null) { | ||
logger.warn("No chat completion returned for prompt: {}", prompt); | ||
return new ChatResponse(List.of()); | ||
} | ||
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// if (chatCompletion.baseResponse() != null && | ||
// chatCompletion.baseResponse().statusCode() != 0) { | ||
// throw new RuntimeException(chatCompletion.baseResponse().message()); | ||
// } | ||
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var generation = new Generation(chatCompletion.result(), | ||
Map.of("id", chatCompletion.id(), "role", Role.ASSISTANT)); | ||
return new ChatResponse(Collections.singletonList(generation)); | ||
}); | ||
} | ||
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@Override | ||
public Flux<ChatResponse> stream(Prompt prompt) { | ||
var request = createRequest(prompt, true); | ||
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return retryTemplate.execute(ctx -> { | ||
var completionChunks = this.qianFanApi.chatCompletionStream(request); | ||
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return completionChunks.map(this::toChatCompletion).map(chatCompletion -> { | ||
String id = chatCompletion.id(); | ||
var generation = new Generation(chatCompletion.result(), Map.of("id", id, "role", Role.ASSISTANT)); | ||
return new ChatResponse(Collections.singletonList(generation)); | ||
}); | ||
}); | ||
} | ||
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/** | ||
* Convert the ChatCompletionChunk into a ChatCompletion. | ||
* @param chunk the ChatCompletionChunk to convert | ||
* @return the ChatCompletion | ||
*/ | ||
private ChatCompletion toChatCompletion(ChatCompletionChunk chunk) { | ||
return new ChatCompletion(chunk.id(), chunk.object(), chunk.created(), chunk.result(), chunk.usage()); | ||
} | ||
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/** | ||
* Accessible for testing. | ||
*/ | ||
public ChatCompletionRequest createRequest(Prompt prompt, boolean stream) { | ||
var chatCompletionMessages = prompt.getInstructions() | ||
.stream() | ||
.map(m -> new ChatCompletionMessage(m.getContent(), | ||
ChatCompletionMessage.Role.valueOf(m.getMessageType().name()))) | ||
.toList(); | ||
var systemMessageList = chatCompletionMessages.stream().filter(msg -> msg.role() == Role.SYSTEM).toList(); | ||
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if (systemMessageList.size() > 1) { | ||
throw new IllegalArgumentException("Only one system message is allowed in the prompt"); | ||
} | ||
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var systemMessage = systemMessageList.isEmpty() ? null : systemMessageList.get(0).content(); | ||
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var request = new ChatCompletionRequest(chatCompletionMessages, systemMessage, stream); | ||
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if (this.defaultOptions != null) { | ||
request = ModelOptionsUtils.merge(this.defaultOptions, request, ChatCompletionRequest.class); | ||
} | ||
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if (prompt.getOptions() != null) { | ||
if (prompt.getOptions() instanceof ChatOptions runtimeOptions) { | ||
var updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(runtimeOptions, ChatOptions.class, | ||
QianFanChatOptions.class); | ||
request = ModelOptionsUtils.merge(updatedRuntimeOptions, request, ChatCompletionRequest.class); | ||
} | ||
else { | ||
throw new IllegalArgumentException("Prompt options are not of type ChatOptions: " | ||
+ prompt.getOptions().getClass().getSimpleName()); | ||
} | ||
} | ||
return request; | ||
} | ||
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private ResponseEntity<ChatCompletion> doChatCompletion(ChatCompletionRequest request) { | ||
return this.qianFanApi.chatCompletionEntity(request); | ||
} | ||
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} |
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