272 lines
10 KiB
Python
272 lines
10 KiB
Python
|
"""
|
|||
|
|
GEO 资源推荐模块
|
|||
|
|
提供 GEO 代理、工具、论文等资源推荐，增强工具生态
|
|||
|
|
"""
|
|||
|
|
from typing import List, Dict, Optional
|
|||
|
|
from datetime import datetime
|
|||
|
|
|
|||
|
|
|
|||
|
|
class ResourceRecommender:
|
|||
|
|
"""GEO 资源推荐器"""
|
|||
|
|
|
|||
|
|
def __init__(self):
|
|||
|
|
# GEO 代理列表
|
|||
|
|
self.agents = [
|
|||
|
|
{
|
|||
|
|
"name": "KrillinAI",
|
|||
|
|
"description": "专业的 GEO 代理服务，提供高质量的内容生成和优化",
|
|||
|
|
"url": "https://krillin.ai",
|
|||
|
|
"category": "代理服务",
|
|||
|
|
"rating": "⭐⭐⭐⭐⭐",
|
|||
|
|
"features": ["内容生成", "SEO 优化", "多平台支持"]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"name": "AutoGPT",
|
|||
|
|
"description": "自动化 AI 代理，支持 GEO 内容创作",
|
|||
|
|
"url": "https://autogpt.net",
|
|||
|
|
"category": "代理服务",
|
|||
|
|
"rating": "⭐⭐⭐⭐",
|
|||
|
|
"features": ["自动化", "多任务", "API 集成"]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"name": "AgentGPT",
|
|||
|
|
"description": "基于 GPT 的智能代理，支持 GEO 策略执行",
|
|||
|
|
"url": "https://agentgpt.reworkd.ai",
|
|||
|
|
"category": "代理服务",
|
|||
|
|
"rating": "⭐⭐⭐⭐",
|
|||
|
|
"features": ["策略规划", "任务执行", "结果分析"]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
|
|||
|
|
# 工具推荐
|
|||
|
|
self.tools = [
|
|||
|
|
{
|
|||
|
|
"name": "Google Search Console",
|
|||
|
|
"description": "监控网站搜索表现，优化 GEO 效果",
|
|||
|
|
"url": "https://search.google.com/search-console",
|
|||
|
|
"category": "SEO 工具",
|
|||
|
|
"rating": "⭐⭐⭐⭐⭐",
|
|||
|
|
"features": ["搜索分析", "索引监控", "性能报告"]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"name": "Bing Webmaster Tools",
|
|||
|
|
"description": "Bing 搜索引擎的网站管理工具",
|
|||
|
|
"url": "https://www.bing.com/webmasters",
|
|||
|
|
"category": "SEO 工具",
|
|||
|
|
"rating": "⭐⭐⭐⭐",
|
|||
|
|
"features": ["索引提交", "搜索分析", "URL 检查"]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"name": "Schema.org Validator",
|
|||
|
|
"description": "验证 JSON-LD Schema 标记",
|
|||
|
|
"url": "https://validator.schema.org",
|
|||
|
|
"category": "技术工具",
|
|||
|
|
"rating": "⭐⭐⭐⭐⭐",
|
|||
|
|
"features": ["Schema 验证", "结构化数据测试", "错误检测"]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"name": "Rich Results Test",
|
|||
|
|
"description": "Google 富媒体结果测试工具",
|
|||
|
|
"url": "https://search.google.com/test/rich-results",
|
|||
|
|
"category": "技术工具",
|
|||
|
|
"rating": "⭐⭐⭐⭐⭐",
|
|||
|
|
"features": ["富媒体测试", "预览效果", "错误诊断"]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"name": "PageSpeed Insights",
|
|||
|
|
"description": "网站性能分析工具，影响 GEO 排名",
|
|||
|
|
"url": "https://pagespeed.web.dev",
|
|||
|
|
"category": "性能工具",
|
|||
|
|
"rating": "⭐⭐⭐⭐⭐",
|
|||
|
|
"features": ["性能分析", "优化建议", "移动端测试"]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
|
|||
|
|
# 论文/指南链接
|
|||
|
|
self.papers = [
|
|||
|
|
{
|
|||
|
|
"title": "Google E-E-A-T Guidelines",
|
|||
|
|
"description": "Google 官方 E-E-A-T 指南，GEO 核心原则",
|
|||
|
|
"url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
|
|||
|
|
"category": "官方指南",
|
|||
|
|
"date": "2023",
|
|||
|
|
"importance": "高"
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"title": "Schema.org Documentation",
|
|||
|
|
"description": "Schema.org 结构化数据完整文档",
|
|||
|
|
"url": "https://schema.org",
|
|||
|
|
"category": "技术文档",
|
|||
|
|
"date": "持续更新",
|
|||
|
|
"importance": "高"
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"title": "GEO Strategy Guide",
|
|||
|
|
"description": "GEO（Generative Engine Optimization）策略指南",
|
|||
|
|
"url": "https://github.com/mprimi/portable-seed",
|
|||
|
|
"category": "策略指南",
|
|||
|
|
"date": "2024",
|
|||
|
|
"importance": "高"
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"title": "AI Search Optimization",
|
|||
|
|
"description": "AI 搜索引擎优化最佳实践",
|
|||
|
|
"url": "https://www.searchenginejournal.com/ai-search-optimization",
|
|||
|
|
"category": "最佳实践",
|
|||
|
|
"date": "2024",
|
|||
|
|
"importance": "中"
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"title": "LLM Prompt Engineering",
|
|||
|
|
"description": "大语言模型提示工程指南",
|
|||
|
|
"url": "https://www.promptingguide.ai",
|
|||
|
|
"category": "技术指南",
|
|||
|
|
"date": "持续更新",
|
|||
|
|
"importance": "中"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
|
|||
|
|
# 社区资源
|
|||
|
|
self.communities = [
|
|||
|
|
{
|
|||
|
|
"name": "GEO Reddit Community",
|
|||
|
|
"description": "GEO 相关讨论和经验分享",
|
|||
|
|
"url": "https://www.reddit.com/r/SEO",
|
|||
|
|
"category": "社区论坛",
|
|||
|
|
"rating": "⭐⭐⭐⭐"
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"name": "AI SEO Discord",
|
|||
|
|
"description": "AI SEO 和 GEO 技术交流社区",
|
|||
|
|
"url": "https://discord.gg/ai-seo",
|
|||
|
|
"category": "社区论坛",
|
|||
|
|
"rating": "⭐⭐⭐⭐"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
|
|||
|
|
def get_agents(self, category: Optional[str] = None) -> List[Dict]:
|
|||
|
|
"""
|
|||
|
|
获取 GEO 代理列表
|
|||
|
|
|
|||
|
|
Args:
|
|||
|
|
category: 分类筛选（可选）
|
|||
|
|
|
|||
|
|
Returns:
|
|||
|
|
代理列表
|
|||
|
|
"""
|
|||
|
|
if category:
|
|||
|
|
return [agent for agent in self.agents if agent.get("category") == category]
|
|||
|
|
return self.agents
|
|||
|
|
|
|||
|
|
def get_tools(self, category: Optional[str] = None) -> List[Dict]:
|
|||
|
|
"""
|
|||
|
|
获取工具推荐列表
|
|||
|
|
|
|||
|
|
Args:
|
|||
|
|
category: 分类筛选（可选）
|
|||
|
|
|
|||
|
|
Returns:
|
|||
|
|
工具列表
|
|||
|
|
"""
|
|||
|
|
if category:
|
|||
|
|
return [tool for tool in self.tools if tool.get("category") == category]
|
|||
|
|
return self.tools
|
|||
|
|
|
|||
|
|
def get_papers(self, category: Optional[str] = None, importance: Optional[str] = None) -> List[Dict]:
|
|||
|
|
"""
|
|||
|
|
获取论文/指南列表
|
|||
|
|
|
|||
|
|
Args:
|
|||
|
|
category: 分类筛选（可选）
|
|||
|
|
importance: 重要性筛选（可选：高、中、低）
|
|||
|
|
|
|||
|
|
Returns:
|
|||
|
|
论文/指南列表
|
|||
|
|
"""
|
|||
|
|
result = self.papers
|
|||
|
|
if category:
|
|||
|
|
result = [p for p in result if p.get("category") == category]
|
|||
|
|
if importance:
|
|||
|
|
result = [p for p in result if p.get("importance") == importance]
|
|||
|
|
return result
|
|||
|
|
|
|||
|
|
def get_communities(self) -> List[Dict]:
|
|||
|
|
"""
|
|||
|
|
获取社区资源列表
|
|||
|
|
|
|||
|
|
Returns:
|
|||
|
|
社区列表
|
|||
|
|
"""
|
|||
|
|
return self.communities
|
|||
|
|
|
|||
|
|
def search_resources(self, query: str, resource_type: Optional[str] = None) -> List[Dict]:
|
|||
|
|
"""
|
|||
|
|
搜索资源（简单文本匹配）
|
|||
|
|
|
|||
|
|
Args:
|
|||
|
|
query: 搜索关键词
|
|||
|
|
resource_type: 资源类型（agents, tools, papers, communities）
|
|||
|
|
|
|||
|
|
Returns:
|
|||
|
|
匹配的资源列表
|
|||
|
|
"""
|
|||
|
|
query_lower = query.lower()
|
|||
|
|
results = []
|
|||
|
|
|
|||
|
|
if resource_type is None or resource_type == "agents":
|
|||
|
|
for agent in self.agents:
|
|||
|
|
if (query_lower in agent["name"].lower() or
|
|||
|
|
query_lower in agent["description"].lower() or
|
|||
|
|
any(query_lower in f.lower() for f in agent.get("features", []))):
|
|||
|
|
results.append({**agent, "type": "agent"})
|
|||
|
|
|
|||
|
|
if resource_type is None or resource_type == "tools":
|
|||
|
|
for tool in self.tools:
|
|||
|
|
if (query_lower in tool["name"].lower() or
|
|||
|
|
query_lower in tool["description"].lower() or
|
|||
|
|
any(query_lower in f.lower() for f in tool.get("features", []))):
|
|||
|
|
results.append({**tool, "type": "tool"})
|
|||
|
|
|
|||
|
|
if resource_type is None or resource_type == "papers":
|
|||
|
|
for paper in self.papers:
|
|||
|
|
if (query_lower in paper["title"].lower() or
|
|||
|
|
query_lower in paper["description"].lower()):
|
|||
|
|
results.append({**paper, "type": "paper"})
|
|||
|
|
|
|||
|
|
if resource_type is None or resource_type == "communities":
|
|||
|
|
for community in self.communities:
|
|||
|
|
if (query_lower in community["name"].lower() or
|
|||
|
|
query_lower in community["description"].lower()):
|
|||
|
|
results.append({**community, "type": "community"})
|
|||
|
|
|
|||
|
|
return results
|
|||
|
|
|
|||
|
|
def get_categories(self) -> Dict[str, List[str]]:
|
|||
|
|
"""
|
|||
|
|
获取所有分类
|
|||
|
|
|
|||
|
|
Returns:
|
|||
|
|
分类字典
|
|||
|
|
"""
|
|||
|
|
return {
|
|||
|
|
"agents": list(set(agent["category"] for agent in self.agents)),
|
|||
|
|
"tools": list(set(tool["category"] for tool in self.tools)),
|
|||
|
|
"papers": list(set(paper["category"] for paper in self.papers)),
|
|||
|
|
"communities": list(set(community["category"] for community in self.communities))
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
def get_resource_summary(self) -> Dict[str, int]:
|
|||
|
|
"""
|
|||
|
|
获取资源统计摘要
|
|||
|
|
|
|||
|
|
Returns:
|
|||
|
|
统计字典
|
|||
|
|
"""
|
|||
|
|
return {
|
|||
|
|
"agents": len(self.agents),
|
|||
|
|
"tools": len(self.tools),
|
|||
|
|
"papers": len(self.papers),
|
|||
|
|
"communities": len(self.communities),
|
|||
|
|
"total": len(self.agents) + len(self.tools) + len(self.papers) + len(self.communities)
|
|||
|
|
}
|