Blog

Dokumen, terurai.

Blog markitdown.ai mengumpulkan catatan praktis tentang cara mengubah PDF, file Office, hasil pindai, dan halaman web menjadi Markdown untuk model, pipeline RAG, dan agen: kegagalan yang kami lihat dan bagaimana konversi mengatasinya.

Semua Penguraian dokumen LLM dan Markdown RAG dan pipeline

Document Parsing

Why PDFs break LLMs — and what clean Markdown fixes

Jun 12, 2026 · 3 min read

A PDF that looks perfect to a human often falls apart the moment a model reads it. Here's what goes wrong, and why converting to clean Markdown first makes downstream AI far more reliable.

RAG & Pipelines

A practical checklist for preparing documents for RAG

Jun 9, 2026 · 2 min read

Retrieval quality is decided long before the vector database. This is a pre-processing checklist for turning messy source documents into clean, chunk-ready text.

LLMs & Markdown

Markdown vs plain text for LLM context — why structure wins

Jun 5, 2026 · 2 min read

Plain text throws away the structure a model could have used. Markdown keeps it, at almost no token cost — and that changes how reliably an LLM can reason over your content.

Dokumen, terurai.

Why PDFs break LLMs — and what clean Markdown fixes

A practical checklist for preparing documents for RAG

Markdown vs plain text for LLM context — why structure wins

Konversi file pertama Anda ke Markdown.