Document Loaders — Pulling in PDFs, Websites, CSVs, and More

Posted on Wed 19 August 2026 in GenAI • Tagged with GenAI, LangChain, Python, Document Loaders, PDF, CSV, Web Scraping

Before any LangChain pipeline does anything useful, it needs data. Document loaders are how that data gets in — they fetch content from a source, parse it, and return a list of Document objects with .page_content and .metadata. The rest of the pipeline (splitting, embedding, retrieval) doesn't care where the content …


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