可自定义的 HTTP 客户端
一些 LangChain4j 模块(目前包括 OpenAI 和 Ollama)支持自定义用于调用 LLM 提供商 API 的 HTTP 客户端。
langchain4j-http-client 模块实现了 HttpClient SPI,这些模块使用它来调用 LLM 提供商的 REST API。
这意味着可以自定义底层 HTTP 客户端,
并且通过实现 HttpClient SPI 可以集成任何其他 HTTP 客户端。
目前有以下开箱即用的实现:
JdkHttpClient,来自langchain4j-http-client-jdk模块。 当使用受支持的模块(例如langchain4j-open-ai)时,默认使用它。SpringRestClient,来自langchain4j-http-client-spring-restclient/langchain4j-http-client-spring-boot4-restclient模块。 当使用受支持模块的 Spring Boot starter(例如langchain4j-open-ai-spring-boot-starter/langchain4j-open-ai-spring-boot4-starter)时,默认使用它。ApacheHttpClient,来自langchain4j-http-client-apache模块。OkHttpClient,来自langchain4j-http-client-okhttp模块。
自定义 JDK 的 HttpClient
HttpClient.Builder httpClientBuilder = HttpClient.newBuilder()
.sslContext(...);
JdkHttpClientBuilder jdkHttpClientBuilder = JdkHttpClient.builder()
.httpClientBuilder(httpClientBuilder);
OpenAiChatModel model = OpenAiChatModel.builder()
.httpClientBuilder(jdkHttpClientBuilder)
.apiKey(System.getenv("OPENAI_API_KEY"))
.modelName("gpt-4o-mini")
.build();
自定义 Spring 的 RestClient
RestClient.Builder restClientBuilder = RestClient.builder()
.requestFactory(new HttpComponentsClientHttpRequestFactory());
SpringRestClientBuilder springRestClientBuilder = SpringRestClient.builder()
.restClientBuilder(restClientBuilder)
.streamingRequestExecutor(new VirtualThreadTaskExecutor());
OpenAiChatModel model = OpenAiChatModel.builder()
.httpClientBuilder(springRestClientBuilder)
.apiKey(System.getenv("OPENAI_API_KEY"))
.modelName("gpt-4o-mini")
.build();
自定义 Apache 的 HttpClient
org.apache.hc.client5.http.impl.classic.HttpClientBuilder httpClientBuilder = org.apache.hc.client5.http.impl.classic.HttpClientBuilder.create();
ApacheHttpClientBuilder apacheHttpClientBuilder = ApacheHttpClient.builder()
.httpClientBuilder(httpClientBuilder);
OpenAiChatModel model = OpenAiChatModel.builder()
.httpClientBuilder(apacheHttpClientBuilder)
.apiKey(System.getenv("OPENAI_API_KEY"))
.modelName("gpt-4o-mini")
.build();