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UID:pretalx-foss4g-europe-2025-C9SGKH@talks.staging.osgeo.org
DTSTART;TZID=CET:20250716T160000
DTEND;TZID=CET:20250716T163000
DESCRIPTION:This presentation explores the innovative integration of Large 
 Language Models (LLMs) into geospatial applications\, focusing on vector d
 ata and location intelligence. Unlike traditional computer vision or image
 ry-based machine learning\, this session delves into how LLMs can enhance 
 the querying\, analysis\, and interpretation of geospatial tabular data.\n
 \n1. Metadata Enrichment: Learn how LLMs can enhance metadata\, improving 
 the discoverability and usability of your geospatial datasets.\n2. Natural
  Language Queries: Discover how LLMs can interpret and respond to natural 
 language queries\, making geospatial data more accessible to non-technical
  users.\n3. Semantic Search: Understand how LLMs can elevate full-text sea
 rch by comprehending the context and meaning of your queries\, enabling mo
 re accurate and relevant results.\n4. Intent Recognition: Explore how LLMs
  can discern user intent\, whether it's displaying data on a map\, searchi
 ng for a dataset\, or performing an analysis.\n5. Reasoning and Function C
 alling: See how LLMs can leverage reasoning and function calling to addres
 s complex geospatial queries and tasks.\n6. Conversational Interaction: Ex
 perience how LLMs can engage in conversational interactions\, providing a 
 more intuitive user experience.\n7. Text-to-SQL Transformation: Witness ho
 w LLMs can convert natural language requests into precise data queries\, i
 ncluding geospatial filtering and aggregation.\n\nThe demonstrations and e
 xamples in this presentation are built upon Free and Open Source geospatia
 l solutions and adhere to OGC standards\, ensuring interoperability and ac
 cessibility.\n\nBy the end of this presentation\, attendees will gain a fr
 esh perspective on the potential of LLMs in geospatial applications\, with
  practical insights and real-world applications that can transform how you
  interact with and leverage your geospatial data.\n\nhttps://docs.google.c
 om/presentation/d/17NhyA5xZ02JqWVHqRjM5cO5ULd3r_ypisE0HEK1QhA0/edit?usp=sh
 aring
DTSTAMP:20260527T133505Z
LOCATION:SA02
SUMMARY:LLMs for geospatial data & metadata - Florent Gravin
URL:https://talks.staging.osgeo.org/foss4g-europe-2025/talk/C9SGKH/
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UID:pretalx-foss4g-europe-2025-RSYJTJ@talks.staging.osgeo.org
DTSTART;TZID=CET:20250717T163000
DTEND;TZID=CET:20250717T170000
DESCRIPTION:The GeoNetwork-UI project was initially conceived to revitalize
  the user experience within data platforms\, with a particular focus on en
 hancing data discoverability. The project introduced a compelling vision: 
 leveraging GeoNetwork as an open data platform\, seamlessly integrating ge
 ospatial data and open data catalogs into a unified\, modern\, and user-fr
 iendly interface.\n\nOver time\, the project has not only gained traction 
 but has also evolved significantly. Today\, it allows for effortless deplo
 yment and customization of datahubs or lightweight metadata editors on top
  of existing GeoNetwork catalogs. This capability has made GeoNetwork-UI a
 n indispensable tool for organizations seeking to optimize their data mana
 gement and accessibility.\n\nThe presentation will highlight on\n- Project
  Overview: Gain insights into the origins\, goals\, and evolution of the G
 eoNetwork-UI project.\n- Success Stories: Explore the diverse and innovati
 ve applications that have been developed using GeoNetwork-UI\, showcasing 
 its versatility and impact.\n- Practical Demonstrations: Witness live demo
 nstrations of GeoNetwork-UI in action\, highlighting its ease of use and p
 owerful features.\n\nJoin us to discover how GeoNetwork-UI is transforming
  the way we interact with and utilize geospatial and open data. Whether yo
 u're looking to enhance your data platform or build new applications\, thi
 s session will provide valuable insights and inspiration.
DTSTAMP:20260527T133505Z
LOCATION:CA01 (TomTom)
SUMMARY:geonetwork-ui to sublime your opendata platform - Florent Gravin
URL:https://talks.staging.osgeo.org/foss4g-europe-2025/talk/RSYJTJ/
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