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In this commit, we introduce the new concept of MakrdownGenerationStrategy, which allows us to expand our future strategies to generate better markdown. Right now, we generate raw markdown as we were doing before. We have a new algorithm for fitting markdown based on BM25, and now we add the ability to refine markdown into a citation form. Our links will be extracted and replaced by a citation reference number, and then we will have reference sections at the very end; we add all the links with the descriptions. This format is more suitable for large language models. In case we don't need to pass links, we can reduce the size of the markdown significantly and also attach the list of references as a separate file to a large language model. This commit contains changes for this direction.

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UncleCode
2024-11-21 18:21:43 +08:00
parent 7047422e48
commit dbb751c8f0
12 changed files with 506 additions and 762 deletions
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tests/async/test_content_scraper_strategy.py
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@@ -13,8 +13,8 @@ parent_dir = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__f
sys.path.append(parent_dir)
__location__ = os.path.realpath(os.path.join(os.getcwd(), os.path.dirname(__file__)))
from crawl4ai.content_scrapping_strategy import WebScrapingStrategy
from crawl4ai.content_scrapping_strategy import WebScrapingStrategy as WebScrapingStrategyCurrent
from crawl4ai.content_scraping_strategy import WebScrapingStrategy
from crawl4ai.content_scraping_strategy import WebScrapingStrategy as WebScrapingStrategyCurrent
# from crawl4ai.content_scrapping_strategy_current import WebScrapingStrategy as WebScrapingStrategyCurrent
@dataclass