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cloudnativegeo / cloud-optimized-geospatial-formats-guide

https://guide.cloudnativegeo.org
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Point of interest search? #105

Open contrun opened 4 months ago

contrun commented 4 months ago

I have two use cases in mind. One is to search POIs from openstreemap. One is to retrieve POIs information with embedding. POIs from openstreemap are almost dead data, while the retrieved POIs information in RAG (retrieval augmented generation for large language model) is almost certainly custom data about POIs. Is there any cloud-optimized data formats to store POIs and data related to them? How do I perform search over these data formats? I believe these data formats do not exist yet. What are some alternative methods to do that currently?

kylebarron commented 4 months ago

You should be able to use any vector geo format mentioned in the guide for spatial searches, e.g. inside a given bounding box. I'm not familiar of a cloud-native format for both spatial and vector searches, if you want to search based on the content of your embeddings as well.