Agentic Data Ingestion & Multimodal Document Pipeline
📖 Bản tiếng Việt (Vietnamese Edition) Prerequisite: Familiarity with the concepts introduced in Part 1 — Agentic Graphrag Long Context. Review it first if the terminology in this part is unfamiliar. Part 2 — Agentic Data Ingestion & Multimodal Document Processing Pipeline Answer-first: Traditional text-only OCR pipelines corrupt complex PDF layouts, multi-column tables, and embedded architectural diagrams. An Agentic Multimodal Ingestion Pipeline uses layout detection vision models (YOLOv8-Layout / Donut) alongside vision LLMs to parse visual elements directly into structured JSON and markdown AST trees with 96% tabular extraction fidelity. By deploying ColPali visual patch embeddings directly over document page images, modern ingestion pipelines eliminate brittle text-only OCR errors, preserving financial tables, multi-column schematics, and cross-page structural layouts. ...