diff --git a/ai_agent.py b/ai_agent.py index 20595cb..1f5b60c 100644 --- a/ai_agent.py +++ b/ai_agent.py @@ -187,9 +187,9 @@ class AIAgent: # 记录工具调用 tool_calls_log.append({ - "iteration": iteration, - "tool_name": tool_name, - "arguments": tool_args, + # "iteration": iteration, + # "tool_name": tool_name, + # "arguments": tool_args, "result": tool_result }) @@ -759,21 +759,21 @@ def extract_search_keywords(user_query: str) -> Dict: ] # 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)} 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： -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 -3. 如果实在无法确定，返回"泛生活" -4. 不要返回其他任何内容，只返回分类名称 +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，只返回关键词 -分类：""" +关键词：""" try: # 调用AI进行分类 @@ -786,54 +786,51 @@ def extract_search_keywords(user_query: str) -> Dict: ) 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 - if category in categories: - return { - "success": True, - "categories": [category], - "primary_category": category, - "original_query": user_query, - "method": "ai_classification" - } - else: - # 如果AI返回的不在列表中，尝试模糊匹配 - for cat in categories: - if cat in category: - return { - "success": True, - "categories": [cat], - "primary_category": cat, - "original_query": user_query, - "method": "ai_classification_fuzzy" - } - - # 都不匹配，使用默认 - return { - "success": True, - "categories": ["泛生活"], - "primary_category": "泛生活", - "original_query": user_query, - "method": "default" - } + # 解析返回的关键词（可能是多个，用逗号分隔） + keywords = [k.strip() for k in result.split(',') if k.strip()] + + # 验证关键词是否在列表中 + valid_keywords = [] + for keyword in keywords: + if keyword in categories: + valid_keywords.append(keyword) + else: + # 尝试模糊匹配 + for cat in categories: + if cat in keyword or keyword in cat: + valid_keywords.append(cat) + break + + # 如果没有有效关键词，返回空列表 + if not valid_keywords: + valid_keywords = [] + + return { + "success": True, + "categories": valid_keywords, + "primary_category": valid_keywords[0] if valid_keywords else None, + "original_query": user_query, + "method": "ai_classification" + } else: - # API调用失败，使用默认分类 + # API调用失败 return { "success": True, - "categories": ["泛生活"], - "primary_category": "泛生活", + "categories": [], + "primary_category": None, "original_query": user_query, "method": "default" } except Exception as e: - print(f"AI分类出错，使用默认分类: {e}") - # 出错时使用默认分类 + print(f"AI分类出错: {e}") + # 出错时返回空 return { "success": True, - "categories": ["泛生活"], - "primary_category": "泛生活", + "categories": [], + "primary_category": None, "original_query": user_query, "method": "default" } diff --git a/api.py b/api.py index be8c202..a813fa9 100644 --- a/api.py +++ b/api.py @@ -125,6 +125,19 @@ class AgentResponse(BaseModel): 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("/") async def root(): """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)}") +@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__": import uvicorn uvicorn.run(app, host="0.0.0.0", port=8002) diff --git a/douyin_data/douyin_search_青春校园_20260108_103613.json b/douyin_data/douyin_search_青春校园_20260108_103613.json new file mode 100644 index 0000000..0a5d50f --- /dev/null +++ b/douyin_data/douyin_search_青春校园_20260108_103613.json @@ -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": 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