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RAG in Laravel 13: the document step every tutorial skips

Build a full RAG pipeline with the Laravel AI SDK: upload, parse to Markdown, chunk, embed into pgvector, and answer questions with an agent.

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I parsed tens of thousands of legal documents. Then I built the tool I wanted.

How a legal startup's LlamaParse bill, heading toward thousands of dollars per customer per month, led to a Laravel-native document parsing API.

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There are only two file formats: zip and txt

Strip away the branding and almost every file is one of two things: a text file or a ZIP archive. A sourced tour of which formats are which, and why.

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