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How to build a unified ingestion layer for your RAG pipeline from scratch

Community description: Most RAG pipelines do not fail at the vector store. They do not fail at retrieval. They fail before...

Dev.to | Sep 23, 2026 | Het Dave

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You write extraction logic to identify the main content body and strip navigation, cookie banners, and structural chrome. Web extraction requires a fetch layer with redirect handling and timeout management, a render layer with a headless browser for JavaScript-heavy pages, a content extraction layer that identifies the main body and strips navigation and chrome, and a conversion layer that produces consistent Markdown.

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