Kyle Walker: How it works: a response from the Mapbox geocoder is used as a structured input to the Anthropic API, which then uses that information + its own knowledge to write a short summary about that place. I explain more in my blog post here: walker-data.com/posts/ai-loc...

Kyle Walker kylewalker.bsky.social · May 1
Try it out: geocode an address with @mapbox.com, then have @anthropic.com's Claude Sonnet explain the location to you. Live app here: walkerke-ai-location-explorer.share.connect.posit.cloud

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Kyle Walker kylewalker.bsky.social
How it works: a response from the Mapbox geocoder is used as a structured input to the Anthropic API, which then uses that information + its own knowledge to write a short summary about that place. I explain more in my blog post here: walker-data.com/posts/ai-loc...
Building an AI-powered location explorer with Shiny and Claude – WALKER DATA

GIS, demographics, and data science consulting

walker-data.com
May 1, 2025 15:35
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Kyle Walker kylewalker.bsky.social · May 1
I built this as a proof-of-concept to explore how I think organizations can get value from #GenAI. Orgs can send curated data or collected user inputs to an #LLM API, which in turn responds with a written summary guided by a carefully designed system prompt.

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Kyle Walker kylewalker.bsky.social · May 1
This process can save considerable time for analysts, create interactive user experiences for customers, and much more. Interested in discussing further? Feel free to reach out! #rstats #Shiny #rspatial

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Building an AI-powered location explorer with Shiny and Claude – WALKER DATA