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LangChain / RAG / Vector DBs · Lesson

Multimodal RAG with Images and Tables

Extend RAG beyond plain text to retrieve and reason over images, charts, and structured tables.

Beyond Plain Text

Real documents contain images, charts, and tables. Multimodal RAG indexes and retrieves these non-text elements so the model can answer questions that depend on them.

What Counts as Multimodal

Multimodal sources include scanned pages, diagrams, screenshots, photos, and spreadsheet-style tables embedded in PDFs or web pages.

  • Images
  • Charts and figures
  • Tables

All lessons in this course

  1. RAG for Code Generation and Assistance
  2. Building Real-time RAG Systems
  3. Emerging Trends and Research in RAG
  4. Multimodal RAG with Images and Tables
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