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6์ข… ํ…Œํฌ ์Šคํƒ ํ†ตํ•ฉ ๊ธฐ๋ฐ˜์˜ ๊ฐœ์ธํ™” ๊ธฐํ›„ ๋ฐ์ดํ„ฐ ๋ถ„์„ ํ”Œ๋žซํผ ๊ตฌ์ถ•

๐ŸŒ Planetary Pulse โ€” AI-Powered Earth Dashboard with 6 Prize Tech Integrations

mamoor1232026๋…„ 4์›” 18์ผ10๋ถ„intermediate

AI ์š”์•ฝ

Context

๋ฐฉ๋Œ€ํ•œ ๊ธฐํ›„ ๋ฐ์ดํ„ฐ์˜ ์กด์žฌ์—๋„ ๋ถˆ๊ตฌํ•˜๊ณ  ๊ฐœ์ธ์  ์—ฐ๊ด€์„ฑ ๋ถ€์กฑ์œผ๋กœ ์ธํ•œ ๋‚ฎ์€ ํ–‰๋™ ์œ ๋„๋ผ๋Š” ๋ฌธ์ œ ๋ฐœ์ƒ. ๋‹จ์ˆœ ๋Œ€์‹œ๋ณด๋“œ๋ฅผ ๋„˜์–ด AI ๋ฉ”๋ชจ๋ฆฌ์™€ ์˜จ์ฒด์ธ ๊ฒ€์ฆ์ด ๊ฒฐํ•ฉ๋œ ๋ฐ์ดํ„ฐ ํŒŒ์ดํ”„๋ผ์ธ ์„ค๊ณ„ ํ•„์š”์„ฑ ๋Œ€๋‘.

Technical Solution

  • Snowflake ๋ฐ์ดํ„ฐ์…‹ ๊ธฐ๋ฐ˜์˜ 7๊ฐ€์ง€ ํ™˜๊ฒฝ ์ง€ํ‘œ ์ถ”์ถœ ๋ฐ ์‹ค์‹œ๊ฐ„ ๋Œ€์‹œ๋ณด๋“œ ๋ Œ๋”๋ง ๊ตฌ์กฐ ์„ค๊ณ„
  • Backboard Stateful API ๋„์ž…์„ ํ†ตํ•œ ์„ธ์…˜ ๊ฐ„ ์‚ฌ์šฉ์ž ์ปจํ…์ŠคํŠธ ์œ ์ง€ ๋ฐ ์ž๋™ Fact ์ถ”์ถœ ๋กœ์ง ๊ตฌํ˜„
  • Auth0 Scoped Token ๊ธฐ๋ฐ˜์˜ AI Agent ๊ถŒํ•œ ์œ„์ž„ ๋ชจ๋ธ์„ ํ†ตํ•œ ์‚ฌ์šฉ์ž ๋ฐ์ดํ„ฐ ์ ‘๊ทผ ์ œ์–ด ์ฒด๊ณ„ ๊ตฌ์ถ•
  • Gemini์˜ Schema-first Prompting ์ ์šฉ์œผ๋กœ ๋น„์ •ํ˜• ๊ธฐํ›„ ๋ฐ์ดํ„ฐ๋ฅผ ์ •ํ˜• JSON ๊ตฌ์กฐ๋กœ ๋ณ€ํ™˜ํ•˜์—ฌ ๋ถ„์„ ์‹ ๋ขฐ๋„ ํ™•๋ณด
  • Solana Devnet ๊ธฐ๋ฐ˜์˜ Carbon Credit Retirement ํ”„๋กœ์„ธ์Šค๋ฅผ ์˜จ์ฒด์ธ์— ๊ธฐ๋กํ•˜์—ฌ ํƒ„์†Œ ๋ฐฐ์ถœ๊ถŒ์˜ ํˆฌ๋ช…์„ฑ ์ฆ๋ช…
  • API ์žฅ์•  ๋ฐ ๋ฐ๋ชจ ํ™˜๊ฒฝ ๋Œ€์‘์„ ์œ„ํ•œ Real-API ์šฐ์„  ์‹œ๋„ ํ›„ Cached-dataset์œผ๋กœ ์ „ํ™˜๋˜๋Š” Dual-path Fallback ํŒจํ„ด ์ ์šฉ

์‹ค์ฒœ ํฌ์ธํŠธ

- AI ์—์ด์ „ํŠธ ์„ค๊ณ„ ์‹œ ๋‹จ์ˆœ ํ”„๋กฌํ”„ํŒ…์ด ์•„๋‹Œ Scoped Token์„ ํ†ตํ•œ ์„ธ๋ฐ€ํ•œ ๊ถŒํ•œ ์ œ์–ด ์ฒด๊ณ„ ๊ฒ€ํ†  - LLM ์‘๋‹ต์˜ ์ผ๊ด€์„ฑ ํ™•๋ณด๋ฅผ ์œ„ํ•ด Free-form ๋ฐฉ์‹ ๋Œ€์‹  JSON Schema ์ •์˜ ๊ธฐ๋ฐ˜์˜ ๊ตฌ์กฐํ™”๋œ ์ถœ๋ ฅ ๊ฐ•์ œ - ์™ธ๋ถ€ API ์˜์กด์„ฑ์ด ๋†’์€ ์‹œ์Šคํ…œ์˜ ๊ฐ€์šฉ์„ฑ ํ™•๋ณด๋ฅผ ์œ„ํ•ด Mock data ๊ธฐ๋ฐ˜์˜ Fallback ์ „๋žต ์ˆ˜๋ฆฝ - ์„ธ์…˜ ๊ฐ„ ์ƒํƒœ ์œ ์ง€๋ฅผ ์œ„ํ•ด DB ์ง์ ‘ ์„ค๊ณ„ ๋Œ€์‹  Stateful API ๋ ˆ์ด์–ด ๋„์ž…์„ ํ†ตํ•œ ๊ฐœ๋ฐœ ๊ณต์ˆ˜ ์ ˆ๊ฐ ๊ฒ€ํ† 

ํƒœ๊ทธ

#On-chain Verification#Stateful AI#Schema-first Prompting#Scoped Token#Dual-path Fallback
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