百度千帆大模型文心一言api调用

系统管理员 2024-03-04 07:23 101阅读 0赞

demo工程(csdn上传总是报错461, 只好使用百度网盘了)  
链接：https://pan.baidu.com/s/1EXbQDBMMNh1pyMIKwCmnow?pwd=7891  
提取码：7891

### 注册百度智能云账号并申请文心千帆大模型资格 ###

https://login.bce.baidu.com/  
https://cloud.baidu.com/product/wenxinworkshop

### 创建应用用于获取access\_token ###

![在这里插入图片描述][b3b9dc9c05114da4abde467864de9aaa.png]  
![在这里插入图片描述][a9944ea82e8f45cbb1448731d931dc41.png]  
创建应用成功后,可以获取到API Key和Secret Key

### 获取access\_token ###

curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=【API Key】&client_secret=【Secret Key】'

![在这里插入图片描述][7d692406ff1d4a1ca15ba60b3df4dd01.png]

### 开通付费服务 ###

![在这里插入图片描述][95d388bba1a846b9b05122402d6215f7.png]  
api调用是按token(字数)收费的,不开通收费无法使用。

### 发送对话请求 ###

curl -XPOST 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/completions?access_token=[步骤一调用接口获取的access_token]' -d '{
       "messages": [
        {"role":"user","content":"介绍一下你自己"}
       ]
    }'

![在这里插入图片描述][c19f5537b56040a7b0c6c7326fc4f7cd.png]

Java发送http方式调用

import java.util.ArrayList;
    import java.util.HashMap;
    import java.util.List;
    import java.util.Map;
    import java.util.concurrent.TimeUnit;
    
    import com.fasterxml.jackson.databind.JsonNode;
    import com.fasterxml.jackson.databind.ObjectMapper;
    import com.google.gson.Gson;
    
    import okhttp3.MediaType;
    import okhttp3.OkHttpClient;
    import okhttp3.Request;
    import okhttp3.RequestBody;
    import okhttp3.Response;
    
    /**
     * api文档 https://cloud.baidu.com/doc/WENXINWORKSHOP/s/jlil56u11
     *
     */
    public class BaiduWenXinChat {
        
    
    	static final OkHttpClient HTTP_CLIENT = new OkHttpClient().newBuilder().connectTimeout(5, TimeUnit.SECONDS) // 连接超时设置为20秒
    			.writeTimeout(15, TimeUnit.SECONDS) // 写入超时设置为30秒
    			.readTimeout(20, TimeUnit.SECONDS) // 读取超时设置为30秒
    			.build();
    	static Gson gson = new Gson();
    
    	// 历史对话信息
    	Map<String, List<ChatMsg>> mapChatList = new HashMap<String, List<ChatMsg>>();
    
    	public static void main(String[] args) throws Exception {
        
    
    		/*  获取acessToken:
    		curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=【API Key】&client_secret=【Secret Key】'
    		*/
    		String accessToken = "24.621fe77e232121321213213213213213c6b";
    		String url = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/completions?access_token="
    				+ accessToken;
    		String msg = "介绍下你自己";
    
    		// 结合prompt增强的当前待发送信息
    		ChatMsg chatMsg = new ChatMsg();
    		chatMsg.setRole("user");
    		chatMsg.setContent(msg);
    
    		// 当前发送消息数组
    		List<ChatMsg> messages = new ArrayList<ChatMsg>();
    		messages.add(chatMsg);
    		String messagesJson = gson.toJson(messages);
    		String content = "{\"messages\":" + messagesJson + "}";
    
    		long start = System.currentTimeMillis();
    
    		MediaType mediaType = MediaType.parse("application/json");
    		RequestBody body = RequestBody.create(mediaType, content);
    
    		System.out.println(content);
    		Request request = new Request.Builder().url(url).method("POST", body)
    				.addHeader("Content-Type", "application/json").build();
    
    		Response response = HTTP_CLIENT.newCall(request).execute();
    		String responseText = response.body().string();
    		System.out.println("response返回: \n" + responseText);
    
    		long end = System.currentTimeMillis();
    		System.out.println("该回答花费时间为：" + (end - start) / 1000.0 + "秒");
    
    		ObjectMapper objectMapper = new ObjectMapper();
    		JsonNode rootNode = objectMapper.readTree(responseText);
    		String answer = rootNode.get("result").asText();
    		System.out.println(answer);
    	}
    
    }
    
    class ChatMsg {
        
    
    	private String role;
    	private String content;
    
    	public String getRole() {
        
    		return role;
    	}
    
    	public void setRole(String role) {
        
    		this.role = role;
    	}
    
    	public String getContent() {
        
    		return content;
    	}
    
    	public void setContent(String content) {
        
    		this.content = content;
    	}
    
    }

demo工程(csdn上传总是报错461, 只好使用百度网盘了)  
链接：[https://pan.baidu.com/s/1EXbQDBMMNh1pyMIKwCmnow?pwd=7891][https_pan.baidu.com_s_1EXbQDBMMNh1pyMIKwCmnow_pwd_7891]  
提取码：7891

### 参考 ###

[https://blog.csdn.net/qq\_30299877/article/details/131917097][https_blog.csdn.net_qq_30299877_article_details_131917097]  
[https://cloud.baidu.com/doc/WENXINWORKSHOP/s/jlil56u11][https_cloud.baidu.com_doc_WENXINWORKSHOP_s_jlil56u11]  
https://cloud.baidu.com/qianfandev/topic/267178  
https://blog.csdn.net/shy\_snow/article/details/132759686

[b3b9dc9c05114da4abde467864de9aaa.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/04/24381b835b0a4f939703ad155811c437.png
[a9944ea82e8f45cbb1448731d931dc41.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/04/146aa249d963470eaf07061470d165ba.png
[7d692406ff1d4a1ca15ba60b3df4dd01.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/04/e2f3696db4a6432d90e0d2cc2e3fb837.png
[95d388bba1a846b9b05122402d6215f7.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/04/23b9d2bdf45e4e6a851cb7fde668f33e.png
[c19f5537b56040a7b0c6c7326fc4f7cd.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/04/c2b753669f1743359aacebbd5a6af516.png
[https_pan.baidu.com_s_1EXbQDBMMNh1pyMIKwCmnow_pwd_7891]: https://pan.baidu.com/s/1EXbQDBMMNh1pyMIKwCmnow?pwd=7891
[https_blog.csdn.net_qq_30299877_article_details_131917097]: https://blog.csdn.net/qq_30299877/article/details/131917097
[https_cloud.baidu.com_doc_WENXINWORKSHOP_s_jlil56u11]: https://cloud.baidu.com/doc/WENXINWORKSHOP/s/jlil56u11