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๐Ÿš€ Meet JanSahayak AI: Your Personal Guide to Indian Government Schemes
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AI/ML

Gemini 2.5 Flash ๊ธฐ๋ฐ˜ ๋‹ค๊ตญ์–ด GovTech ๋งค์นญ ์‹œ์Šคํ…œ ๊ตฌํ˜„

๐Ÿš€ Meet JanSahayak AI: Your Personal Guide to Indian Government Schemes

Aritra Mondal2026๋…„ 6์›” 21์ผ3๋ถ„beginner

AI ์š”์•ฝ

Context

๋ณต์žกํ•œ ์ •๋ถ€ ์ง€์›๊ธˆ ์‹ ์ฒญ ์ ˆ์ฐจ์™€ ์ •๋ณด ๊ณผ์ž‰์œผ๋กœ ์ธํ•œ ์ˆ˜ํ˜œ ๋ˆ„๋ฝ ๋ฌธ์ œ ๋ฐœ์ƒ. ์–ธ์–ด ์žฅ๋ฒฝ๊ณผ ๋ณต์žกํ•œ ์„œ๋ฅ˜ ์š”๊ตฌ์‚ฌํ•ญ์œผ๋กœ ์ธํ•œ ์‚ฌ์šฉ์ž ์ดํƒˆ์„ ๋ฐฉ์ง€ํ•˜๋Š” ์ง๊ด€์ ์ธ ๊ฐ€์ด๋“œ ์‹œ์Šคํ…œ ํ•„์š”.

Technical Solution

  • Gemini 2.5 Flash API ์ฑ„ํƒ์„ ํ†ตํ•œ ์ €์ง€์—ฐ(Low-latency) ํ”„๋กœํ•„ ๋ถ„์„ ๋ฐ ๊ฒฐ๊ณผ ๋ฐ˜ํ™˜ ๊ตฌ์กฐ ์„ค๊ณ„
  • ์‚ฌ์šฉ์ž ์†์„ฑ(์—ฐ๋ น, ์ง€์—ญ, ์ง์—…, ์†Œ๋“) ๊ธฐ๋ฐ˜์˜ ์—ญ๋ฐฉํ–ฅ ์Šคํ‚ค๋งˆ ๋งค์นญ ๋กœ์ง์œผ๋กœ ์ •๋ณด ํƒ์ƒ‰ ๋น„์šฉ ์ตœ์†Œํ™”
  • Prompt Engineering์„ ํ†ตํ•œ Hallucination ์–ต์ œ ๋ฐ ๊ฒ€์ฆ๋œ ๊ณต์‹ ๋งํฌ(india.gov.in) ๊ธฐ๋ฐ˜์˜ Fallback ๋ฉ”์ปค๋‹ˆ์ฆ˜ ๊ตฌ์ถ•
  • Gemini์˜ Native Reasoning ๋Šฅ๋ ฅ์„ ํ™œ์šฉํ•œ ์ธํ„ฐํŽ˜์ด์Šค ๋ฐ ์‘๋‹ต์˜ ์‹ค์‹œ๊ฐ„ ๋‹ค๊ตญ์–ด(English, Hindi, Bengali) ์ „ํ™˜ ๊ตฌํ˜„
  • ๋ณด์œ  ์„œ๋ฅ˜ ์ฒดํฌ๋ฆฌ์ŠคํŠธ์™€ ์š”๊ตฌ ์„œ๋ฅ˜ ๊ฐ„์˜ Gap Analysis๋ฅผ ์ˆ˜ํ–‰ํ•˜๋Š” Readiness Checker ๋กœ์ง ์„ค๊ณ„

์‹ค์ฒœ ํฌ์ธํŠธ

- AI ์‘๋‹ต์˜ ์‹ ๋ขฐ์„ฑ ํ™•๋ณด๋ฅผ ์œ„ํ•ด ์™ธ๋ถ€ ๋งํฌ ์ƒ์„ฑ ์‹œ ์—„๊ฒฉํ•œ ํ™”์ดํŠธ๋ฆฌ์ŠคํŠธ ๊ธฐ๋ฐ˜์˜ Fallback ๊ฒฝ๋กœ ์„ค์ • ๊ฒ€ํ†  - LLM์˜ ์ถ”๋ก  ๋Šฅ๋ ฅ์„ ํ™œ์šฉํ•ด ๋‹จ์ˆœ ๊ฒ€์ƒ‰์ด ์•„๋‹Œ ์‚ฌ์šฉ์ž ํ”„๋กœํ•„ ๊ธฐ๋ฐ˜์˜ ์—ญ๋ฐฉํ–ฅ ๋งค์นญ ์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„ ๊ณ ๋ ค - ๋‹ค๊ตญ์–ด ์ง€์› ์„œ๋น„์Šค ๊ตฌ์ถ• ์‹œ ๋ณ„๋„์˜ ๋ฒˆ์—ญ ๋ ˆ์ด์–ด ๋Œ€์‹  LLM์˜ Native Multilingual ๋Šฅ๋ ฅ์„ ํ™œ์šฉํ•œ ์ง€์—ฐ ์‹œ๊ฐ„ ๋‹จ์ถ• ๋ฐฉ์•ˆ ๊ฒ€ํ† 

ํƒœ๊ทธ

#Prompt Engineering#Multilingual AI#Hallucination Mitigation#Gemini 2.5 Flash#GovTech
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