# Webinar: PDF ingestion for LLMs: Maximizing Semantic Extraction and Minimizing Hallucinations

**URL:** <https://forum.mupdf.com/t/webinar-pdf-ingestion-for-llms-maximizing-semantic-extraction-and-minimizing-hallucinations/368>\
**Category:** PyMuPDF\
**Created:** [September 8, 2026, 8:28pm UTC](https://forum.mupdf.com/t/webinar-pdf-ingestion-for-llms-maximizing-semantic-extraction-and-minimizing-hallucinations/368 "2026-09-08T20:28:32Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![Jamie\_Lemon](https://yyz2.discourse-cdn.com/flex004/user_avatar/forum.mupdf.com/jamie_lemon/32/5_2.png) [@Jamie\_Lemon](https://forum.mupdf.com/u/Jamie_Lemon)\
**Post date:** [September 8, 2026, 8:28pm UTC](https://forum.mupdf.com/t/webinar-pdf-ingestion-for-llms-maximizing-semantic-extraction-and-minimizing-hallucinations/368/1 "2026-09-08T20:28:32Z")

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Short notice, but happening tomorrow: [https://pdfa.org/event/webinar-pdf-ingestion-for-llms-maximizing-semantic-extraction-and-minimizing-hallucinations/](https://pdfa.org/event/webinar-pdf-ingestion-for-llms-maximizing-semantic-extraction-and-minimizing-hallucinations/)