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feat:添加关键词总结接口

master
李恒宇 2 months ago
parent
28b2fa0ba0
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ac7ab0df6d
32 changed files with 12286 additions and 46 deletions
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  1. 89
      ai_agent.py
  2. 88
      api.py
  3. 533
      douyin_data/douyin_search_青春校园_20260108_103613.json
  4. 382
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260107_181321.json
  5. 359
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260107_183747.json
  6. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_100934.json
  7. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_101253.json
  8. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_110335.json
  9. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_110652.json
  10. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_111206.json
  11. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_111903.json
  12. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_112613.json
  13. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_112913.json
  14. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_113154.json
  15. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_113631.json
  16. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_113919.json
  17. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_114545.json
  18. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_115118.json
  19. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_115408.json
  20. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_115625.json
  21. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_121223.json
  22. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_122243.json
  23. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_123507.json
  24. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_123757.json
  25. 403
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  26. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_135148.json
  27. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_135456.json
  28. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_143701.json
  29. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_144014.json
  30. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_144332.json
  31. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_144626.json
  32. 403
      douyin_data_soupce/douyin_data/douyin_creative_guidance_校园_20260108_150118.json

89
ai_agent.py
View File

@ -187,9 +187,9 @@ class AIAgent:
# 记录工具调用 # 记录工具调用
tool_calls_log.append({ tool_calls_log.append({
"iteration": iteration, # "iteration": iteration,
"tool_name": tool_name, # "tool_name": tool_name,
"arguments": tool_args, # "arguments": tool_args,
"result": tool_result "result": tool_result
}) })
@ -759,21 +759,21 @@ def extract_search_keywords(user_query: str) -> Dict:
] ]
# 构建AI提示词 # 构建AI提示词
prompt = f"""你是一个内容分类专家。请根据用户的描述，从以下分类中选择最匹配的一个： prompt = f"""你是一个内容分类专家。请根据用户的描述，从以下分类中选择1-3个最匹配的关键词：
{', '.join(categories)} {', '.join(categories)}
用户描述：{user_query} 用户描述：{user_query}
请分析用户想要创作的内容类型，并从上述分类中选择最匹配的一个。 请分析用户想要创作的内容类型，并从上述分类中选择1-3个最匹配的关键词。
要求： 要求：
1. 只返回一个分类名称 1. 返回1-3个分类关键词，用逗号分隔
2. 必须从给定的分类列表中选择 2. 必须从给定的分类列表中选择
3. 如果实在无法确定，返回"泛生活" 3. 如果实在无法确定，可以不返回任何关键词
4. 不要返回其他任何内容，只返回分类名称 4. 不要返回其他任何内容，只返回关键词
分类：""" 关键词："""
try: try:
# 调用AI进行分类 # 调用AI进行分类
@ -786,54 +786,51 @@ def extract_search_keywords(user_query: str) -> Dict:
) )
if response.status_code == 200: if response.status_code == 200:
category = response.output.choices[0].message.content.strip() result = response.output.choices[0].message.content.strip()
# 验证返回的分类是否在列表中 # 解析返回的关键词（可能是多个，用逗号分隔）
if category in categories: keywords = [k.strip() for k in result.split(',') if k.strip()]
return {
"success": True, # 验证关键词是否在列表中
"categories": [category], valid_keywords = []
"primary_category": category, for keyword in keywords:
"original_query": user_query, if keyword in categories:
"method": "ai_classification" valid_keywords.append(keyword)
} else:
else: # 尝试模糊匹配
# 如果AI返回的不在列表中，尝试模糊匹配 for cat in categories:
for cat in categories: if cat in keyword or keyword in cat:
if cat in category: valid_keywords.append(cat)
return { break
"success": True,
"categories": [cat], # 如果没有有效关键词，返回空列表
"primary_category": cat, if not valid_keywords:
"original_query": user_query, valid_keywords = []
"method": "ai_classification_fuzzy"
} return {
"success": True,
# 都不匹配，使用默认 "categories": valid_keywords,
return { "primary_category": valid_keywords[0] if valid_keywords else None,
"success": True, "original_query": user_query,
"categories": ["泛生活"], "method": "ai_classification"
"primary_category": "泛生活", }
"original_query": user_query,
"method": "default"
}
else: else:
# API调用失败，使用默认分类 # API调用失败
return { return {
"success": True, "success": True,
"categories": ["泛生活"], "categories": [],
"primary_category": "泛生活", "primary_category": None,
"original_query": user_query, "original_query": user_query,
"method": "default" "method": "default"
} }
except Exception as e: except Exception as e:
print(f"AI分类出错，使用默认分类: {e}") print(f"AI分类出错: {e}")
# 出错时使用默认分类 # 出错时返回空
return { return {
"success": True, "success": True,
"categories": ["泛生活"], "categories": [],
"primary_category": "泛生活", "primary_category": None,
"original_query": user_query, "original_query": user_query,
"method": "default" "method": "default"
} }

88
api.py
View File

@ -125,6 +125,19 @@ class AgentResponse(BaseModel):
error: Optional[str] = None error: Optional[str] = None
class ExtractKeywordsRequest(BaseModel):
query: str = Field(..., description="用户输入的文字", min_length=1)
class ExtractKeywordsResponse(BaseModel):
success: bool
categories: List[str] = []
primary_category: Optional[str] = None
original_query: str
method: Optional[str] = None
error: Optional[str] = None
@app.get("/") @app.get("/")
async def root(): async def root():
"""根路径""" """根路径"""
@ -618,6 +631,81 @@ async def run_agent(request: AgentRequest):
raise HTTPException(status_code=500, detail=f"Agent执行过程中出错: {str(e)}") raise HTTPException(status_code=500, detail=f"Agent执行过程中出错: {str(e)}")
@app.post("/api/extract-keywords", response_model=ExtractKeywordsResponse)
async def extract_keywords(request: ExtractKeywordsRequest):
"""
提取关键词 - 从用户输入中提取1-3个内容分类关键词
这个接口用于在用户输入后，先提取关键词展示给用户确认，
然后用户可以选择关键词后再调用 /api/agent 接口生成灵感。
**工作流程**:
1. 用户输入一段描述
2. 调用此接口提取关键词
3. 前端展示关键词给用户
4. 用户确认后，前端调用 /api/agent 接口生成灵感
**支持的内容分类**（共26个）：
- 美食、旅行、泛生活、汽车、科技、游戏、二次元
- 娱乐、明星、体育、文化教育、校园、政务
- 时尚、才艺、随拍、动植物、图文控
- 剧情、亲子、三农、创意、户外、公益
**参数**:
- **query**: 用户输入的文字（必填）
**返回**:
- **success**: 是否成功
- **categories**: 提取的关键词列表（1-3个，可能为空）
- **primary_category**: 主要关键词（第一个，可能为null）
- **original_query**: 用户原始输入
- **method**: 提取方法
- **error**: 错误信息（如果有）
**示例请求**:
```json
{
"query": "我想做一些关于大学生活的有趣视频，记录校园日常"
}
```
**示例返回**:
```json
{
"success": true,
"categories": ["校园", "青春"],
"primary_category": "校园",
"original_query": "我想做一些关于大学生活的有趣视频，记录校园日常",
"method": "ai_classification"
}
```
"""
try:
from ai_agent import extract_search_keywords
# 调用关键词提取函数
result = extract_search_keywords(request.query)
return ExtractKeywordsResponse(
success=result.get("success", True),
categories=result.get("categories", []),
primary_category=result.get("primary_category"),
original_query=result.get("original_query", request.query),
method=result.get("method"),
error=None
)
except Exception as e:
return ExtractKeywordsResponse(
success=False,
categories=[],
primary_category=None,
original_query=request.query,
method="error",
error=str(e)
)
if __name__ == "__main__": if __name__ == "__main__":
import uvicorn import uvicorn
uvicorn.run(app, host="0.0.0.0", port=8002) uvicorn.run(app, host="0.0.0.0", port=8002)

533
douyin_data/douyin_search_青春校园_20260108_103613.json
View File

@ -0,0 +1,533 @@
{
"keyword": "青春校园",
"crawl_time": "2026-01-08 10:36:13",
"total_count": 40,
"videos": [
{
"url": "https://www.douyin.com/video/7276409731403631912",
"title": "谁又是你的青春呢？#甜甜的恋爱 #学生时代最美好的瞬间 #青春校园 #青春 #美好回忆",
"author": "呜呼来了2年前",
"publishTime": "",
"duration": "05:31",
"playCount": "0",
"tags": [
"甜甜的恋爱",
"学生时代最美好的瞬间",
"青春校园",
"青春",
"美好回忆"
]
},
{
"url": "https://www.douyin.com/video/7592094443676224394",
"title": "花有重开时，人无再少年 #青春校园 #回不去的时光 #同桌 #这大概就是青春的样子",
"author": "过客匆匆",
"publishTime": "1天前",
"duration": "05:00",
"playCount": "0",
"tags": [
"青春校园",
"回不去的时光",
"同桌",
"这大概就是青春的样子"
]
},
{
"url": "https://www.douyin.com/video/7436263946861956406",
"title": "还不用为了面包而考虑的爱情。 #青春 #校园 #学生时代",
"author": "久歌1年前",
"publishTime": "",
"duration": "01:44",
"playCount": "0",
"tags": [
"青春",
"校园",
"学生时代"
]
},
{
"url": "https://www.douyin.com/video/7438217050587286843",
"title": "那些年,我们的青春 #学生时代的回忆 #高中时代 #校园生活",
"author": "你的老朋友1年前",
"publishTime": "",
"duration": "04:30",
"playCount": "0",
"tags": [
"学生时代的回忆",
"高中时代",
"校园生活"
]
},
{
"url": "https://www.douyin.com/video/7451506708087721268",
"title": "青春终将散场，唯独记忆永不腐朽 #校园生活 #高中回忆 #学生时代 #独属于学生时代的魅力 #校园",
"author": "源纸鹤1年前",
"publishTime": "",
"duration": "02:22",
"playCount": "0",
"tags": [
"校园生活",
"高中回忆",
"学生时代",
"独属于学生时代的魅力",
"校园"
]
},
{
"url": "https://www.douyin.com/video/7498161751864282431",
"title": "请你忘掉我的模样，让我随风去流浪！#校园 #青春 #学生 #纯真 #毕业",
"author": "一树一菩提8月前",
"publishTime": "",
"duration": "04:12",
"playCount": "0",
"tags": [
"校园",
"青春",
"学生",
"纯真",
"毕业"
]
},
{
"url": "https://www.douyin.com/video/7340222778374671642",
"title": "“青春是模糊的，这是属于你的青春吗”#学生时代 #重返校园",
"author": "爆笑制片厂1年前",
"publishTime": "",
"duration": "04:10",
"playCount": "0",
"tags": [
"学生时代",
"重返校园"
]
},
{
"url": "https://www.douyin.com/video/7474711453858106683",
"title": "“我的青春回头看了我一眼，像是在跟我告别”#毕业季",
"author": "山晚10月前",
"publishTime": "",
"duration": "04:19",
"playCount": "0",
"tags": [
"毕业季"
]
},
{
"url": "https://www.douyin.com/video/7475022549194149120",
"title": "“青春是一场大雨，即使感冒了，还盼望回头再淋它一次” #爱情电影 #校园 #电影混剪",
"author": "北北影剪10月前",
"publishTime": "",
"duration": "10:18",
"playCount": "1",
"tags": [
"爱情电影",
"校园",
"电影混剪"
]
},
{
"url": "https://www.douyin.com/video/7526027897137319214",
"title": "心动就在一瞬间❤️#校园 #青春 #恋爱 #心动瞬间 #这大概就是青春的样子",
"author": "安诺爱盘点鸭5月前",
"publishTime": "",
"duration": "04:49",
"playCount": "0",
"tags": [
"校园",
"青春",
"恋爱",
"心动瞬间",
"这大概就是青春的样子"
]
},
{
"url": "https://www.douyin.com/video/7279025663007395107",
"title": "原来最想逃离的地方，现在才知道那是最幸福的地方#青春 #青春校园 #这大概就是青春的样子",
"author": "快乐君2年前",
"publishTime": "",
"duration": "04:15",
"playCount": "0",
"tags": [
"青春",
"青春校园",
"这大概就是青春的样子"
]
},
{
"url": "https://www.douyin.com/video/7478303656022920484",
"title": "青春本来就是马不停蹄的错过和遇见 #校园生活碎片 #班主任视角里的学生 #独属于学生时代的魅力 #学生时代",
"author": "升学规划【大可】老师10月前",
"publishTime": "",
"duration": "03:01",
"playCount": "0",
"tags": [
"校园生活碎片",
"班主任视角里的学生",
"独属于学生时代的魅力",
"学生时代"
]
},
{
"url": "https://www.douyin.com/video/7278238772750273831",
"title": "日落与楼道是流不掉的记忆 也是回不去的青春…#学生时代 #校园 #青春",
"author": "王豪豪2年前",
"publishTime": "",
"duration": "02:17",
"playCount": "0",
"tags": [
"学生时代",
"校园",
"青春"
]
},
{
"url": "https://www.douyin.com/video/7475003010825932069",
"title": "校园时灌风的校服，裹着整个青春里最大的爱意#学生时代 #校园生活 #因为一个片段看了整部剧",
"author": "花生了什么树🎄10月前",
"publishTime": "",
"duration": "11:14",
"playCount": "1",
"tags": [
"学生时代",
"校园生活",
"因为一个片段看了整部剧"
]
},
{
"url": "https://www.douyin.com/video/7518376032345378067",
"title": "“他永远不会老去，他永远一身校服干净的站在你的回忆里” #青春校园 #学生时代 #正能量 #白月光",
"author": "邢哇塞",
"publishTime": "",
"duration": "02:25",
"playCount": "0",
"tags": [
"青春校园",
"学生时代",
"正能量",
"白月光"
]
},
{
"url": "https://www.douyin.com/video/7592806780507824553",
"title": "#青春校园",
"author": "Y",
"publishTime": "26分钟前",
"duration": "01:09",
"playCount": "0",
"tags": [
"青春校园"
]
},
{
"url": "https://www.douyin.com/video/7346842614433352994",
"title": "总有人创造各种机会 只为贴近你的青春… #校园生活 #青春 #学生时代的高甜瞬间",
"author": "王豪豪1年前",
"publishTime": "",
"duration": "00:44",
"playCount": "0",
"tags": [
"校园生活",
"青春",
"学生时代的高甜瞬间"
]
},
{
"url": "https://www.douyin.com/video/7268623594345811254",
"title": "原来最想逃离的地方，现在才知道那是最幸福的时光#青春的样子 #青春校园 #暗恋 #回忆青春 #学生时代",
"author": "陈三爆笑社2年前",
"publishTime": "",
"duration": "05:22",
"playCount": "0",
"tags": [
"青春的样子",
"青春校园",
"暗恋",
"回忆青春",
"学生时代"
]
},
{
"url": "https://www.douyin.com/video/7367279312594160935",
"title": "闪光的不是我们 是青春… #学生时代 #校园生活 #青春",
"author": "王豪豪1年前",
"publishTime": "",
"duration": "01:19",
"playCount": "0",
"tags": [
"学生时代",
"校园生活",
"青春"
]
},
{
"url": "https://www.douyin.com/video/7486851074133937468",
"title": "飞鸟与鱼不同路，从此山水不相逢…#这大概就是青春的样子 #校园 #记录校园时光",
"author": "星雨9月前",
"publishTime": "",
"duration": "04:11",
"playCount": "0",
"tags": [
"这大概就是青春的样子",
"校园",
"记录校园时光"
]
},
{
"url": "https://www.douyin.com/video/7588885205835026673",
"title": "“校园的美好时光，致那些双向奔赴的暗恋”#高甜来袭 #青春校园@",
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