Strategic Value Visualizer

Inspiration

Themes 1, 3 and 4

What it does

Visualizes areas/sites of strategic importance in a given city. Infers criticality and generates a heatmap, identifying key areas of focus/resistance during potential conflicts

How we built it

Next.js (react, node), google-maps API, Radiant AI API (access to OpenAI's GPT-4)

Challenges we ran into

New to Next.js, new to Radiant, first time working with interactive map annotations and dynamic rendering on a map view, prompt engineering and ensuring viable outputs, short timelines and small team

Accomplishments that we're proud of

Working prototype, can highlight areas of strategic importance that may not immediately come to mind when looking at a map

What we learned

• Server vs. Client components in Next.js
• Working with Radiant, OpenAI, GPT-4 technologies
• Quick iteration
• TypeScript > JavaScript

What's next for Strategic Value Visualizer

• Assessing diverse features and arriving at a feature set, training a model and assigning a threat score dynamically for a given city
• Frame stacking, accessing live data

Built With

• google-maps
• gpt-4
• next.js
• node.js
• openai
• radiant
• react