Update all documentation to import extraction strategies directly from crawl4ai.

docs/examples/amazon_product_extraction_direct_url.py

@@ -5,7 +5,7 @@ prices, ratings, and other details using CSS selectors.
 """
 
 from crawl4ai import AsyncWebCrawler
-from crawl4ai.extraction_strategy import JsonCssExtractionStrategy
+from crawl4ai import JsonCssExtractionStrategy
 from crawl4ai.async_configs import BrowserConfig, CrawlerRunConfig
 import json
 

docs/examples/amazon_product_extraction_using_hooks.py

@@ -5,7 +5,7 @@ prices, ratings, and other details using CSS selectors.
 """
 
 from crawl4ai import AsyncWebCrawler, CacheMode
-from crawl4ai.extraction_strategy import JsonCssExtractionStrategy
+from crawl4ai import JsonCssExtractionStrategy
 from crawl4ai.async_configs import BrowserConfig, CrawlerRunConfig
 import json
 from playwright.async_api import Page, BrowserContext

docs/examples/amazon_product_extraction_using_use_javascript.py

@@ -5,7 +5,7 @@ prices, ratings, and other details using CSS selectors.
 """
 
 from crawl4ai import AsyncWebCrawler, CacheMode
-from crawl4ai.extraction_strategy import JsonCssExtractionStrategy
+from crawl4ai import JsonCssExtractionStrategy
 from crawl4ai.async_configs import BrowserConfig, CrawlerRunConfig
 import json
 

docs/examples/c4a_script/amazon_example/amazon_r2d2_search.py

@@ -20,7 +20,7 @@ from pathlib import Path
 from typing import List, Dict, Any
 
 from crawl4ai import AsyncWebCrawler, BrowserConfig, CrawlerRunConfig, CacheMode
-from crawl4ai.extraction_strategy import JsonCssExtractionStrategy
+from crawl4ai import JsonCssExtractionStrategy
 from crawl4ai.script.c4a_compile import C4ACompiler
 
 

docs/examples/c4a_script/github_search/github_search_crawler.py

@@ -20,7 +20,7 @@ from pathlib import Path
 from typing import List, Dict, Any
 
 from crawl4ai import AsyncWebCrawler, BrowserConfig, CrawlerRunConfig, CacheMode
-from crawl4ai.extraction_strategy import JsonCssExtractionStrategy
+from crawl4ai import JsonCssExtractionStrategy
 from crawl4ai.script.c4a_compile import C4ACompiler
 
 

docs/examples/extraction_strategies_examples.py

@@ -12,7 +12,7 @@ import os
 
 from crawl4ai import AsyncWebCrawler, BrowserConfig, CrawlerRunConfig, CacheMode
 from crawl4ai import LLMConfig
-from crawl4ai.extraction_strategy import (
+from crawl4ai import (
     LLMExtractionStrategy,
     JsonCssExtractionStrategy,
     JsonXPathExtractionStrategy,

docs/examples/quickstart.ipynb

@@ -518,7 +518,7 @@
     }
    ],
    "source": [
-    "from crawl4ai.extraction_strategy import LLMExtractionStrategy\n",
+    "from crawl4ai import LLMExtractionStrategy\n",
     "from pydantic import BaseModel, Field\n",
     "import os, json\n",
     "\n",
@@ -594,7 +594,7 @@
     }
    ],
    "source": [
-    "from crawl4ai.extraction_strategy import CosineStrategy\n",
+    "from crawl4ai import CosineStrategy\n",
     "\n",
     "async def cosine_similarity_extraction():\n",
     "    async with AsyncWebCrawler() as crawler:\n",

docs/examples/quickstart.py

@@ -16,7 +16,7 @@ from pydantic import BaseModel, Field
 from crawl4ai import AsyncWebCrawler, CacheMode, BrowserConfig, CrawlerRunConfig
 from crawl4ai.markdown_generation_strategy import DefaultMarkdownGenerator
 from crawl4ai.content_filter_strategy import PruningContentFilter
-from crawl4ai.extraction_strategy import (
+from crawl4ai import (
     JsonCssExtractionStrategy,
     LLMExtractionStrategy,
 )
@@ -416,7 +416,7 @@ async def crawl_dynamic_content_pages_method_2():
 
 
 async def cosine_similarity_extraction():
-    from crawl4ai.extraction_strategy import CosineStrategy
+    from crawl4ai import CosineStrategy
     crawl_config = CrawlerRunConfig(
         cache_mode=CacheMode.BYPASS,
         extraction_strategy=CosineStrategy(

docs/examples/quickstart_examples_set_2.py

@@ -16,7 +16,7 @@ from pydantic import BaseModel, Field
 from crawl4ai import AsyncWebCrawler, CacheMode, BrowserConfig, CrawlerRunConfig
 from crawl4ai.markdown_generation_strategy import DefaultMarkdownGenerator
 from crawl4ai.content_filter_strategy import PruningContentFilter
-from crawl4ai.extraction_strategy import (
+from crawl4ai import (
     JsonCssExtractionStrategy,
     LLMExtractionStrategy,
 )
@@ -416,7 +416,7 @@ async def crawl_dynamic_content_pages_method_2():
 
 
 async def cosine_similarity_extraction():
-    from crawl4ai.extraction_strategy import CosineStrategy
+    from crawl4ai import CosineStrategy
     crawl_config = CrawlerRunConfig(
         cache_mode=CacheMode.BYPASS,
         extraction_strategy=CosineStrategy(

docs/examples/summarize_page.py

@@ -2,7 +2,7 @@ import os
 import json
 from crawl4ai.web_crawler import WebCrawler
 from crawl4ai.chunking_strategy import *
-from crawl4ai.extraction_strategy import *
+from crawl4ai import *
 from crawl4ai.crawler_strategy import *
 
 url = r"https://marketplace.visualstudio.com/items?itemName=Unclecode.groqopilot"

docs/examples/tutorial_v0.5.py

@@ -18,7 +18,7 @@ from crawl4ai import RoundRobinProxyStrategy
 from crawl4ai.content_filter_strategy import LLMContentFilter
 from crawl4ai import DefaultMarkdownGenerator
 from crawl4ai import LLMConfig
-from crawl4ai.extraction_strategy import JsonCssExtractionStrategy
+from crawl4ai import JsonCssExtractionStrategy
 from crawl4ai.processors.pdf import PDFCrawlerStrategy, PDFContentScrapingStrategy
 from pprint import pprint