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📰 Dev.to · Iteration Layer

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How Our Document Ingestion Pipeline Turns Files into LLM-Ready Markdown
Dev.to · Iteration Layer 🧠 Large Language Models ⚡ AI Lesson 3mo ago
How Our Document Ingestion Pipeline Turns Files into LLM-Ready Markdown
A technical deep dive into parsing PDFs, Office files, emails, images, and websites into clean markdown for extraction and RAG.
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Treat the LLM as a Document Worker, Not the Workflow Owner
Dev.to · Iteration Layer 🧠 Large Language Models ⚡ AI Lesson 3mo ago
Treat the LLM as a Document Worker, Not the Workflow Owner
LLMs are useful inside document workflows, but they should not own intake, state, validation, generated outputs, or customer-facing decisions.
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