请写一段java代码,用于访问dify知识库,创建知识库,查询知识库列表,根据知识库名称返回知识库ID,上传文档到知识库
时间: 2025-06-07 21:36:21 浏览: 25
### Java代码实现与Dify知识库的交互
以下是一个Java代码示例,用于实现与Dify知识库的多种操作,包括创建知识库、查询知识库列表、根据名称获取知识库ID以及上传文档。此代码基于REST API调用,并假设Dify提供了相应的API端点[^1]。
```java
import okhttp3.*;
import java.io.File;
import java.io.IOException;
public class DifyKnowledgeBaseClient {
private static final String BASE_URL = "https://api.dify.com";
private static final String API_KEY = "your_api_key_here"; // 替换为你的API密钥
private static final MediaType JSON = MediaType.get("application/json; charset=utf-8");
private OkHttpClient client = new OkHttpClient();
// 创建知识库
public void createKnowledgeBase(String name) throws IOException {
String jsonBody = "{ \"name\": \"" + name + "\" }";
RequestBody body = RequestBody.create(jsonBody, JSON);
Request request = new Request.Builder()
.url(BASE_URL + "/knowledge_bases")
.post(body)
.addHeader("Authorization", "Bearer " + API_KEY)
.build();
try (Response response = client.newCall(request).execute()) {
System.out.println(response.body().string());
}
}
// 查询知识库列表
public void listKnowledgeBases() throws IOException {
Request request = new Request.Builder()
.url(BASE_URL + "/knowledge_bases")
.get()
.addHeader("Authorization", "Bearer " + API_KEY)
.build();
try (Response response = client.newCall(request).execute()) {
System.out.println(response.body().string());
}
}
// 根据名称获取知识库ID
public String getKnowledgeBaseIdByName(String name) throws IOException {
Request request = new Request.Builder()
.url(BASE_URL + "/knowledge_bases?name=" + name)
.get()
.addHeader("Authorization", "Bearer " + API_KEY)
.build();
try (Response response = client.newCall(request).execute()) {
String responseBody = response.body().string();
// 假设返回的是JSON格式,解析responseBody以提取ID
System.out.println(responseBody);
return parseIdFromResponse(responseBody); // 需要实现解析逻辑
}
}
// 上传文档到指定知识库
public void uploadDocumentToKnowledgeBase(String knowledgeBaseId, File file) throws IOException {
RequestBody requestBody = new MultipartBody.Builder()
.setType(MultipartBody.FORM)
.addFormDataPart("file", file.getName(),
RequestBody.create(file, MediaType.parse("application/octet-stream")))
.build();
Request request = new Request.Builder()
.url(BASE_URL + "/knowledge_bases/" + knowledgeBaseId + "/documents")
.post(requestBody)
.addHeader("Authorization", "Bearer " + API_KEY)
.build();
try (Response response = client.newCall(request).execute()) {
System.out.println(response.body().string());
}
}
// 解析ID的辅助方法(需要根据实际API响应格式调整)
private String parseIdFromResponse(String responseBody) {
// 实现具体的解析逻辑,例如使用JSON解析库
return "parsed_id"; // 示例返回值
}
public static void main(String[] args) throws IOException {
DifyKnowledgeBaseClient client = new DifyKnowledgeBaseClient();
// 示例操作
client.createKnowledgeBase("Test Knowledge Base");
client.listKnowledgeBases();
String kbId = client.getKnowledgeBaseIdByName("Test Knowledge Base");
client.uploadDocumentToKnowledgeBase(kbId, new File("example.pdf"));
}
}
```
上述代码依赖于OkHttp库来处理HTTP请求。请确保在项目中添加以下Maven依赖项以支持OkHttp[^2]:
```xml
<dependency>
<groupId>com.squareup.okhttp3</groupId>
<artifactId>okhttp</artifactId>
<version>4.9.3</version>
</dependency>
```
### 注意事项
- 在实际使用中,请替换`your_api_key_here`为有效的API密钥。
- `parseIdFromResponse`方法需要根据API的实际响应格式进行实现,可能需要引入JSON解析库(如Jackson或Gson)。
- 确保Dify提供的API支持上述操作,并根据实际情况调整URL和参数[^1]。
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