3 docs tagged with "multi-modal"

Build image search index with ColPali and FastAPI

Build a visual document indexing pipeline using ColPali to index scanned documents, PDFs, academic papers, presentation slides, and standalone images — all mixed together with charts, tables, and figures - into the same vector space.

Covers extracting and embedding faces from images, structuring data for visual search, and exporting to a vector database for face similarity queries.