36 KiB
36 KiB
外部接口
外部接口，是后端应用程序请求的外部api，不是提供给前端直接使用的。后端请求了这些api以后还要进行处理后，再提供给前端使用。
1. 分割试卷API:
请求:
curl --location --request POST 'https://ekt1.suzhou.edu.cn/autocut/detect' \
--header 'Accept: */*' \
--header 'Host: ekt1.suzhou.edu.cn' \
--header 'Connection: keep-alive' \
--header 'Content-Type: multipart/form-data; boundary=--------------------------687058231513459413708701' \
--form 'image=@"/Users/robertmaxwell/code/zstp/AutoCut/pic.png"' \
--form 'enable_error_detection="false"'
返回:
{
"data": {
"crop_results": {
"cropped_count": 14,
"cropped_images": [
{
"bbox": [
970,
69,
1909,
246
],
"filename": "question_001.jpg",
"question_id": 1,
"vertical_id": 1
},
{
"bbox": [
41,
107,
970,
253
],
"filename": "question_002.jpg",
"question_id": 2,
"vertical_id": 2
},
{
"bbox": [
970,
245,
1909,
479
],
"filename": "question_003.jpg",
"question_id": 3,
"vertical_id": 3
},
{
"bbox": [
41,
254,
970,
394
],
"filename": "question_004.jpg",
"question_id": 4,
"vertical_id": 4
},
{
"bbox": [
41,
395,
970,
506
],
"filename": "question_005.jpg",
"question_id": 5,
"vertical_id": 5
},
{
"bbox": [
970,
480,
1909,
661
],
"filename": "question_006.jpg",
"question_id": 6,
"vertical_id": 6
},
{
"bbox": [
41,
507,
970,
655
],
"filename": "question_007.jpg",
"question_id": 7,
"vertical_id": 7
},
{
"bbox": [
41,
656,
970,
820
],
"filename": "question_008.jpg",
"question_id": 8,
"vertical_id": 8
},
{
"bbox": [
970,
662,
1909,
904
],
"filename": "question_009.jpg",
"question_id": 9,
"vertical_id": 9
},
{
"bbox": [
41,
821,
970,
968
],
"filename": "question_010.jpg",
"question_id": 10,
"vertical_id": 10
},
{
"bbox": [
970,
905,
1909,
1183
],
"filename": "question_011.jpg",
"question_id": 11,
"vertical_id": 11
},
{
"bbox": [
41,
969,
970,
1111
],
"filename": "question_012.jpg",
"question_id": 12,
"vertical_id": 12
},
{
"bbox": [
41,
1112,
970,
1364
],
"filename": "question_013.jpg",
"question_id": 13,
"vertical_id": 13
},
{
"bbox": [
970,
1184,
1909,
1364
],
"filename": "question_014.jpg",
"question_id": 14,
"vertical_id": 14
}
],
"mode": "all_questions",
"zip_url": "/download/20251125_082929_f1975f5c"
},
"error_count": 8,
"error_details": [
{
"error_boxes": [
{
"bbox": [
1772,
678,
44,
44
],
"class_name": "cuo",
"confidence": 0.7618222236633301
}
],
"match_method": "中心点包含",
"question_box": {
"bbox": [
970,
662,
939,
242
]
}
},
{
"error_boxes": [
{
"bbox": [
1209,
163,
31,
32
],
"class_name": "cuo",
"confidence": 0.7555574178695679
}
],
"match_method": "中心点包含",
"question_box": {
"bbox": [
970,
69,
939,
177
]
}
},
{
"error_boxes": [
{
"bbox": [
1225,
533,
46,
44
],
"class_name": "cuo",
"confidence": 0.7304249405860901
}
],
"match_method": "中心点包含",
"question_box": {
"bbox": [
970,
480,
939,
181
]
}
},
{
"error_boxes": [
{
"bbox": [
797,
827,
40,
42
],
"class_name": "cuo",
"confidence": 0.7287607192993164
}
],
"match_method": "中心点包含",
"question_box": {
"bbox": [
41,
821,
929,
147
]
}
},
{
"error_boxes": [
{
"bbox": [
1299,
363,
33,
33
],
"class_name": "cuo",
"confidence": 0.7262661457061768
}
],
"match_method": "中心点包含",
"question_box": {
"bbox": [
970,
245,
939,
234
]
}
},
{
"error_boxes": [
{
"bbox": [
1226,
1028,
36,
36
],
"class_name": "cuo",
"confidence": 0.7171130776405334
}
],
"match_method": "中心点包含",
"question_box": {
"bbox": [
970,
905,
939,
278
]
}
},
{
"error_boxes": [
{
"bbox": [
814,
1116,
36,
37
],
"class_name": "cuo",
"confidence": 0.7121084332466125
}
],
"match_method": "中心点包含",
"question_box": {
"bbox": [
41,
1112,
929,
252
]
}
},
{
"error_boxes": [
{
"bbox": [
793,
127,
39,
30
],
"class_name": "xie",
"confidence": 0.5237091183662415
}
],
"match_method": "中心点包含",
"question_box": {
"bbox": [
41,
107,
929,
146
]
}
}
],
"error_symbol_count": 8,
"question_count": 14,
"session_id": "20251125_082929_f1975f5c",
"visualization_images": {
"error_symbols": "/visualizations/20251125_082929_f1975f5c/error_symbols.jpg",
"matched_errors": "/visualizations/20251125_082929_f1975f5c/matched_errors.jpg",
"questions": "/visualizations/20251125_082929_f1975f5c/questions.jpg"
}
},
"success": true
}
被切割后的图片拼接方式:
https://ekt1.suzhou.edu.cn/autocut/files/<session_id>/<filename>
如上图,则被切割了14个图片:
https://ekt1.suzhou.edu.cn/autocut/files/20251125_082929_f1975f5c/question_001.jpg
https://ekt1.suzhou.edu.cn/autocut/files/20251125_082929_f1975f5c/question_002.jpg
https://ekt1.suzhou.edu.cn/autocut/files/20251125_082929_f1975f5c/question_003.jpg
…………
…………
https://ekt1.suzhou.edu.cn/autocut/files/20251125_082929_f1975f5c/question_014.jpg
question_id 也需要记录。其他字段忽略.
返回错误包括:只支持图片格式: { "message": "不支持的文件格式", "success": false }
字段缺失或错误: { "message": "没有上传图片文件", "success": false }
2. ocr api：
输入：上面的切割试卷api所生成的url； 输出：markdown形式的带有数学公式的题目文本内容。 大模型api地址：https://ekt1.suzhou.edu.cn/llm/v1/chat/completions openai兼容格式 模型名称：qwen-vl，是一个VL模型。 上传需要先把url解析成base64。模型不能直接识别url。 设定温度为0； 设定提示词是：
你是一名数学文字识别专家。你的任务是，将图片中的文字，严格转换为markdown格式的文字；如图中有数学公式，你必须使用$或者$$进行包裹，生成markdown可解析的latex格式的数学公式；你无需输出其他任何解释性文字，只需严格输出图片中的文字。
输入示例：
POST: https://ekt1.suzhou.edu.cn/llm/v1/chat/completions
HEADER: Authonrization: Bearer sk-PqY5sI1od5Hbl6hVsniLDp7G0DOOBlUzE8E22p8HdVSTM5Rs
{
"model": "qwen-vl",
"messages": [
{
"role": "system",
"content": "你是一名数学图片文字识别专家。"
},
{
"role": "user",
"content": [
{
"type": "text",
"text": "你的任务是，将图片中的文字，严格转换为markdown格式的文字；如图中有数学公式，你必须使用$或者$$进行包裹，生成markdown可解析的latex格式的数学公式；你无需输出其他任何解释性文字，只需严格输出图片中的文字。"
},
{
"type": "image_url",
"image_url": {
"url": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABfYAAAGCCAIAAAAt4wW+AAAACXBIWXMAAAsTAAALEwEAm==CC"
}
}
]
}
],
"temperature": 0
}
输出格式：
{
"id": "chatcmpl-08cc11398014472fa86bd8cbdb2ded8b",
"object": "chat.completion",
"created": 1764146440,
"model": "qwen-vl",
"choices": [
{
"index": 0,
"message": {
"role": "assistant",
"content": "12. 已知集合 $A=\\{1, 2, 4, 8\\}$, $B=\\{z|z=xy, x \\in A, y \\in A\\}$, 则下列四个结论正确的是 ( $\\not A B$ )\n\nA. $A \\nsubseteq B$\n\nB. $\\{1, 4, 16, 64\\} \\subseteq B$\n\nC. 集合 $B$ 中元素的个数为 8\n\nD. 集合 $B$ 的真子集的个数为 127",
"refusal": null,
"annotations": null,
"audio": null,
"function_call": null,
"tool_calls": [],
"reasoning_content": null
},
"logprobs": null,
"finish_reason": "stop",
"stop_reason": null
}
],
"service_tier": null,
"system_fingerprint": null,
"usage": {
"prompt_tokens": 841,
"total_tokens": 972,
"completion_tokens": 131,
"prompt_tokens_details": null
},
"prompt_logprobs": null,
"kv_transfer_params": null
}
"content": 这里面的文字就是ocr的结果。
3. 题目分析api：
-
请求方式: POST
-
请求URL:
https://aimaster.apps.k8s.aiscenes.cn/dev-api/aimaster/scenario/open/apihttps://aimaster.apps.k8s.aiscenes.cn/为域名/dev-api/ 是测试环境, 目前只有测试环境
/aimaster/scenario/open/api 为固定后缀
-
request:
header参数说明:
| 字段名 | 类型 | 说明 |
|---|---|---|
| Authorization | String | token登录获取,给固定值Bearer W/cbr9kftZmnpOqxAfiLvRVZx2+9Lf6X9I9FS+t0zK4= |
样例:
Authorization:Bearer W/cbr9kftZmnpOqxAfiLvRVZx2+9Lf6X9I9FS+t0zK4=
body参数说明:
| 字段名 | 类型 | 说明 |
|---|---|---|
| chatId | String | 对话主键,uuid自己生成,同一个id表示一次对话 |
| scenarioInfoId | String | 场景中心主键 |
| latestMessageContent | String | 用户最后一次提问 |
| params | Object | 应用的自定义参数, |
样例:
{
"latestMessageContent": "分析这道数学题：f(x)=2x^2的单调性",
"chatId": "706e73c3694146f2b703d0da2c4cd95b",
"params": {
"userId": ""
},
"scenarioInfoId": "e6e822e47fa24ca380f8d2d09eb114a7"
}
-
response
- 流式传输：采用
data:前缀+JSON对象的分块传输格式
样例:
data: {"id":"AI Master","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741340356,"model":"ai-master","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":null,"usage":null,"step":null,"agent_step":"Agent Start","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"","function_call":null,"refusal":null,"role":"assistant","tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Start","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"@","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"企业","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"变","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"更","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"助手","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":" 企业","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"迁","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"址","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"所","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"需","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"材料","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: {"id":"chatcmpl-B8PGrW9oyk1P3EiKUHwffLhIxpVg6","choices":[{"delta":{"content":"的","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null}],"created":1741343465,"model":"gpt-4o-2024-11-20","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_b705f0c291","usage":null,"step":"AI Starting","agent_step":"Agent Starting","agent_id":"d9bdca85-6dce-4dc9-833a-9b3c15a4603b","agent_name":"企业办事指南","function":null} data: 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- 流式传输：采用
前端API
前端api是