Scrapeless Google 搜索¶

from toolregistry_hub.websearch import ScrapelessSearch

# 创建 Scrapeless 搜索实例
scrapeless_search = ScrapelessSearch()

# 执行 Google 搜索
results = scrapeless_search.search("Python 编程", max_results=5)

# 处理搜索结果
for result in results:
    print(f"标题: {result.title}")
    print(f"URL: {result.url}")
    print(f"内容: {result.content}")
    print(f"评分: {result.score}")  # 基于位置的评分
    print("-" * 50)

from toolregistry_hub.websearch import ScrapelessSearch

# 使用多个 API 密钥进行负载均衡
api_keys = "key1,key2,key3"
scrapeless_search = ScrapelessSearch(api_keys=api_keys)

# 执行搜索
results = scrapeless_search.search("机器学习教程", max_results=10)

# 处理搜索结果
for result in results:
    print(f"标题: {result.title}")
    print(f"URL: {result.url}")
    print(f"内容: {result.content}")
    print("-" * 50)

from toolregistry_hub.websearch import ScrapelessSearch

# 创建搜索实例
scrapeless_search = ScrapelessSearch()

# 美国英文搜索
us_results = scrapeless_search.search(
    "人工智能",
    max_results=10,
    language="en",
    country="us"
)

# 中国中文搜索
cn_results = scrapeless_search.search(
    "人工智能",
    max_results=10,
    language="zh-CN",
    country="cn"
)

# 西班牙西班牙语搜索
es_results = scrapeless_search.search(
    "inteligencia artificial",
    max_results=10,
    language="es",
    country="es"
)

# 处理结果
for result in cn_results:
    print(f"中国结果: {result.title} (评分: {result.score})")
    print(f"URL: {result.url}")
    print("-" * 50)

from toolregistry_hub.websearch import ScrapelessSearch

# 创建自定义配置的搜索实例
scrapeless_search = ScrapelessSearch(
    api_keys="your-api-key-here",
    base_url="https://api.scrapeless.com"
)

# 使用自定义超时执行搜索
results = scrapeless_search.search(
    "深度学习框架",
    max_results=15,
    timeout=30.0,
    language="zh-CN",
    country="cn"
)

# 处理搜索结果
for result in results:
    print(f"标题: {result.title}")
    print(f"URL: {result.url}")
    print(f"内容: {result.content[:150]}...")
    print(f"评分: {result.score}")
    print("-" * 50)

from toolregistry_hub.websearch import ScrapelessSearch

# 创建搜索实例
scrapeless_search = ScrapelessSearch()

query = "气候变化"
regions = [
    ("zh-CN", "cn"),
    ("en", "us"),
    ("en", "uk"),
    ("ja", "jp")
]

# 跨多个地区搜索
all_results = {}
for language, country in regions:
    results = scrapeless_search.search(
        query,
        max_results=5,
        language=language,
        country=country
    )
    all_results[f"{language}_{country}"] = results
    print(f"\n=== {language.upper()} / {country.upper()} 结果 ===")
    for i, result in enumerate(results, 1):
        print(f"{i}. {result.title} (评分: {result.score})")
        print(f"   {result.url}")

SCRAPELESS_CONFIG = GoogleAPIConfig(
    results_key="organic_results",
    url_keys=["link", "redirect_link"],
    description_keys=["snippet", "description"],
    position_key="position",
    use_position_scoring=True,
)