1curl --location 'https://qianfan.baidubce.com/v2/components/ba098d65-b40b-4162-b89e-d9498a1c1453/version/latest' \
2--header 'Authorization: Bearer <AppBuilder API Key>' \
3--header 'Content-Type: application/json' \
4--data '{
5    "stream": false,
6    "parameters": {
7        "_sys_origin_query": "今天的天气如何，10个字回答",
8        "_sys_file_urls": {
9            "abc.png": "https://vcg02.cfp.cn/creative/vcg/800/new/VCG21gic6370954.jpg"
10        },
11        "_sys_conversation_id": "32fad7d0-1f8c-4d59-9e63-61f5d602c156",
12        "_sys_end_user_id": "david1980",
13        "_sys_chat_history": [
14            {
15                "role": "user",
16                "content": "你好啊"
17            }
18        ],
19        "custom_variable1": "abc",
20        "custom_variable2": 1.23
21    }
22}'

1{
2    "conversation_id": "32fad7d0-1f8c-4d59-9e63-61f5d602c156",
3    "message_id": "7b6fab29-d11e-4544-9f84-a0afb9f8e4c9",
4    "trace_id": "c5de1b79-bd5b-49c1-9ffc-0dfebda92eda",
5    "user_id": "a00dd7b8-70ec-4312-9e23-29c8e1a11f4f",
6    "end_user_id": "david1980",
7    "status": "done",
8    "role": "tool",
9    "content": [
10        {
11            "type": "text",
12            "name": "结束",
13            "text": {
14                "info": "今天天气晴朗明媚。"
15            },
16            "visible_scope": "all",
17            "usage": {
18                "prompt_tokens": 8,
19                "completion_tokens": 4,
20                "total_tokens": 12,
21                "nodes": [
22                    {
23                        "node_id": "9e9a5d07684c43fd84011c0d376a2d63",
24                        "models_usage": [
25                            {
26                                "model_name": "ERNIE-3.5-8K",
27                                "prompt_tokens": 8,
28                                "completion_tokens": 4,
29                                "total_tokens": 12
30                            }
31                        ]
32                    }
33                ]
34            },
35            "metrics": {
36                "begin_time": "2024-12-26T16:14:12.851127",
37                "duration": 0.806
38            },
39            "event": {
40                "id": "95e5dfb87e86405eaed52207f62d404e",
41                "status": "done",
42                "name": "/component/3435ce76fc744c019b4923b15e9cf985/node/95e5dfb87e86405eaed52207f62d404e",
43                "created_time": "2024-12-26T16:14:13.657471",
44                "error_code": "",
45                "error_message": ""
46            }
47        }
48    ]
49}

1pip install --upgrade appbuilder-sdk

1import os
2import appbuilder
3
4# 请前往千帆AppBuilder官网创建密钥，流程详见：https://cloud.baidu.com/doc/AppBuilder/s/Olq6grrt6#1%E3%80%81%E5%88%9B%E5%BB%BA%E5%AF%86%E9%92%A5
5APPBUILDER_TOKEN = "YOUR-TOKEN"
6os.environ["APPBUILDER_TOKEN"] = APPBUILDER_TOKEN
7du = appbuilder.DocumentUnderstanding()
8query = appbuilder.Message("这篇文档讲了什么")
9instruction = "请根据文档内容回答问题，用一句话简短概括"
10addition_instruction = "用一句话简短概括" ##用户增强指令，可选填，该内容会进一步增强大模型的指令跟随能力，将你最需要增强效果的指令填于此，内容可以与上述的"instruction"基础指令有重复，注意：该字段内容过多会一定程度影响大模型内容严谨度，请注意控制该字段的指令字数
11app_id = "YOUR-APP-ID" ##你需要在系统上自己的账号下（https://qianfan.cloud.baidu.com/appbuilder）创建任意空Agent，并获取该Agent的app_id（即界面上的应用ID，在首页->个人空间->应用 里面即会显示应用ID），这里任意空Agent就可以，无需任何配置信息，这个agent的作用只是为了获取app_id信息
12file_path = "YOUR-FILE-PATH" ##填写你的本地待分析文件路径
13stream = False ##是否开启流式输出功能
14response_ = du.run(query, 
15                   file_path, 
16                   instruction=instruction, 
17                   addition_instruction=addition_instruction, 
18                   app_id=app_id,
19                   stream=stream)
20
21for result in response_:
22    print(result) ##打印输出的大模型答案