Load CosineStrategy in the function
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@@ -62,14 +62,14 @@ class WebCrawler:
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extract_blocks_flag: bool = True,
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extract_blocks_flag: bool = True,
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word_count_threshold=MIN_WORD_THRESHOLD,
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word_count_threshold=MIN_WORD_THRESHOLD,
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use_cached_html: bool = False,
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use_cached_html: bool = False,
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extraction_strategy: ExtractionStrategy = CosineStrategy(),
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extraction_strategy: ExtractionStrategy = None,
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chunking_strategy: ChunkingStrategy = RegexChunking(),
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chunking_strategy: ChunkingStrategy = RegexChunking(),
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**kwargs,
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**kwargs,
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) -> CrawlResult:
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) -> CrawlResult:
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return self.run(
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return self.run(
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url_model.url,
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url_model.url,
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word_count_threshold,
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word_count_threshold,
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extraction_strategy,
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extraction_strategy or CosineStrategy(),
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chunking_strategy,
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chunking_strategy,
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bypass_cache=url_model.forced,
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bypass_cache=url_model.forced,
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**kwargs,
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**kwargs,
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@@ -81,13 +81,14 @@ class WebCrawler:
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self,
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self,
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url: str,
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url: str,
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word_count_threshold=MIN_WORD_THRESHOLD,
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word_count_threshold=MIN_WORD_THRESHOLD,
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extraction_strategy: ExtractionStrategy = CosineStrategy(),
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extraction_strategy: ExtractionStrategy = None,
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chunking_strategy: ChunkingStrategy = RegexChunking(),
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chunking_strategy: ChunkingStrategy = RegexChunking(),
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bypass_cache: bool = False,
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bypass_cache: bool = False,
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css_selector: str = None,
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css_selector: str = None,
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verbose=True,
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verbose=True,
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**kwargs,
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**kwargs,
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) -> CrawlResult:
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) -> CrawlResult:
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extraction_strategy = extraction_strategy or CosineStrategy()
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# Check if extraction strategy is an instance of ExtractionStrategy if not raise an error
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# Check if extraction strategy is an instance of ExtractionStrategy if not raise an error
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if not isinstance(extraction_strategy, ExtractionStrategy):
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if not isinstance(extraction_strategy, ExtractionStrategy):
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raise ValueError("Unsupported extraction strategy")
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raise ValueError("Unsupported extraction strategy")
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@@ -183,11 +184,11 @@ class WebCrawler:
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extract_blocks_flag: bool = True,
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extract_blocks_flag: bool = True,
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word_count_threshold=MIN_WORD_THRESHOLD,
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word_count_threshold=MIN_WORD_THRESHOLD,
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use_cached_html: bool = False,
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use_cached_html: bool = False,
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extraction_strategy: ExtractionStrategy = CosineStrategy(),
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extraction_strategy: ExtractionStrategy = None,
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chunking_strategy: ChunkingStrategy = RegexChunking(),
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chunking_strategy: ChunkingStrategy = RegexChunking(),
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**kwargs,
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**kwargs,
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) -> List[CrawlResult]:
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) -> List[CrawlResult]:
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extraction_strategy = extraction_strategy or CosineStrategy()
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def fetch_page_wrapper(url_model, *args, **kwargs):
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def fetch_page_wrapper(url_model, *args, **kwargs):
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return self.fetch_page(url_model, *args, **kwargs)
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return self.fetch_page(url_model, *args, **kwargs)
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