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UID:pretalx-foss4g-na-2025-LTDBTU@talks.staging.osgeo.org
DTSTART;TZID=EST:20251103T090000
DTEND;TZID=EST:20251103T120000
DESCRIPTION:Graph-based retrieval-augmented generation (GraphRAG) can captu
 re the semantics of geoinformatics data\, which can be leveraged by LLMs. 
 We will demonstrate how to build a GraphRAG and how to write prompts so th
 at an LLM Agent can utilize it.
DTSTAMP:20260519T124000Z
LOCATION:Lake Thoreau
SUMMARY:Build a GraphRAG To Bring Geospatial Awareness to LLM Agents - Nath
 an McEachen
URL:https://talks.staging.osgeo.org/foss4g-na-2025/talk/LTDBTU/
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UID:pretalx-foss4g-na-2025-UDTKXU@talks.staging.osgeo.org
DTSTART;TZID=EST:20251104T110000
DTEND;TZID=EST:20251104T113000
DESCRIPTION:National spatial data infrastructures (NSDIs) contain a wealth 
 of information that AI-based solutions can leverage to improve operational
  efficiency. We propose a collaborative strategy to bring geospatial aware
 ness into LLMs at scale by constructing GraphRAGs for LLM Agents.
DTSTAMP:20260519T124000Z
LOCATION:Lake Anne
SUMMARY:Scalable GeoAI: Building LLM Agents Using National Spatial Data Inf
 rastructures - Nathan McEachen
URL:https://talks.staging.osgeo.org/foss4g-na-2025/talk/UDTKXU/
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