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1 Battle Camp S1: Reality Rivalries with Dana Moon & QT 1:00:36
FOSS4G NA 2024 - Optimized Geospatial Indexing for Hybrid Search and GeoAI - Nicholas Knize
Manage episode 461965949 series 3234430
Nicholas Knize discusses optimizing geospatial indexing and hybrid search using advanced data structures within the Lucene framework at FOSS4G NA 2024. He emphasizes reducing cloud infrastructure waste and improving geospatial data processing efficiency. Highlights π Discusses hybrid search and GeoAI advancements. π‘ Explains the evolution of geospatial data structures in Lucene. π Addresses cloud infrastructure waste, estimated at $72 billion. βοΈ Describes improvements in handling complex shapes and polygons. π Highlights collaboration between vector and geospatial indexing. π Emphasizes efficiency in search data structures for better performance. π οΈ Shares insights from experience at Elasticsearch and Lucene. For more content like this check out www.projectgeospatial.com #Geospatial #DataStructures #HybridSearch #CloudComputing #GeoAI #Lucene #FOSS4G
362 episodes
Manage episode 461965949 series 3234430
Nicholas Knize discusses optimizing geospatial indexing and hybrid search using advanced data structures within the Lucene framework at FOSS4G NA 2024. He emphasizes reducing cloud infrastructure waste and improving geospatial data processing efficiency. Highlights π Discusses hybrid search and GeoAI advancements. π‘ Explains the evolution of geospatial data structures in Lucene. π Addresses cloud infrastructure waste, estimated at $72 billion. βοΈ Describes improvements in handling complex shapes and polygons. π Highlights collaboration between vector and geospatial indexing. π Emphasizes efficiency in search data structures for better performance. π οΈ Shares insights from experience at Elasticsearch and Lucene. For more content like this check out www.projectgeospatial.com #Geospatial #DataStructures #HybridSearch #CloudComputing #GeoAI #Lucene #FOSS4G
362 episodes
All episodes
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1 Decoding Geo: The Civil Applications Committee | Special Coverage 17:14

1 Decoding Geo: USGS Landsat Year in Review | Special Coverage 29:13

1 Decoding Geo: Geography 2050 Recap | Special Coverage 22:55

1 Decoding Geo: FedGeoDay 2024 Recap | Special Coverage 16:06

1 Decoding Geo: FOSS4G NA 2024 Recap | Special Coverage 29:02

1 Decoding Geo: GEOINT 2024 Recap | Special Coverage 14:46

1 Industry Limelight | Eagleview - A Conversation with CEO Piers Dormeyer 17:37

1 FOSS4G NA 2024 - Interactive Analysis & Visualization of Geospatial Data with Leafmap - Qiusheng Wu 27:23

1 FOSS4G NA 2024 - Applying Large Language Models to Geospatial Search and Analysis - Jason Gilman 24:47

1 FOSS4G NA 2024 - Tracking Detected Vessels at Sea from USVs - Jonathan Mason & Jian Wu 26:33

1 FOSS4G NA 2024 - Optimized Geospatial Indexing for Hybrid Search and GeoAI - Nicholas Knize 31:23

1 FOSS4G NA 2024 - Geospatial Radar Report 2024 - Lauren Frederic 22:51


1 FOSS4G - Blazing Fast Geospatial SQL in DuckDB - Isaac Brodsky 26:43

1 FOSS4G NA 2024 - Speeding Up Raster/Vector Zonal Analysis with exactextract - Dan Baston 24:23

1 FOSS4G NA 2024 - STAC for Public EO Data - Matthew Hanson 27:09

1 FOSS4G NA 2024 - Build vs Buy vs Open Source - Dan Pilone 27:34

1 FOSS4G NA 2024 - Bringing Geospatial Awareness to LLMs Using Open-Source Software - Nathan McEachen 28:56

1 FOSS4G NA 2024 - Maps as Art Using FOSS - Tracy Homer 23:38

1 FOSS4G NA 2024 - Web based NWS Guidance Data Displays Using FOSS4G - David Miller & Kevin McGrath 29:02

1 FOSS4G NA 2024 - NASA GIBS and Worldview: Enabling Open Exploration of our World - Matthew Graber 27:10

1 FOSS4G NA 2024 - Serving Earth Observation Data with GeoServer - Andrea Aime 21:57

1 FOSS4G NA 2024 - Maptivism: How GIS Takes Down Bad Guys and Preserves Truth - Jenna Dolecek 22:02

1 FOSS4G NA 2024 - Embed All The Things: The Promise Of Geospatial Vector Embeddings - Adeel Hassan 23:56

1 FOSS4G NA 2024 - B2B Keynote - Jim McKelvey 18:32

1 FOSS4G NA 2024 - Postgres and PostGIS Ops Management - Elizabeth Christensen 22:45

1 FOSS4G NA 2024 - Scraping GeoSpatial Data from Web Maps - Peter Herman & Carina Hoyer 20:05

1 FOSS4G NA 2024 - Overture Map Data: What, Why, & How - Steven Pousty & Jennings Anderson 25:05

1 FOSS4G NA 2024 - Searching the Spatial Data Lake: Bring GeoParquet to Apache Lucene - Wes Richardet 25:32

1 FOSS4G NA 2024 - My Talk is Just Beach Remote Sensing - Michele Tobias 25:36
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