Knowledge Scout: From Talks and Slides to Smart Summaries

What if we could turn SFSCON talks into a story anyone can understand?

Auditoriurm (A2)

16:4015 mins07/11/2025

Peter Aichner will introduce Knowledge Scout – an open-source project designed to make massive amounts of content from conferences like FOSDEM or SFSCON accessible, searchable, and even conversational. Using a mix of web scraping, Speech-to-Text transformers, and text generation models, Knowledge Scout can extract and process everything from video recordings to PDFs and presentations, transforming them into summaries that make sense even for non-technical users.

Peter will show how this tool can generate clear overviews for individual sessions and entire event tracks – in different languages and via a simple web interface. There’s even a chatbot to help users find what they’re looking for.

If you’re curious about AI-assisted knowledge management, Open Data storytelling, or just want to see how tech can bring bubbles together – don’t miss this one!

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