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What2buy

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๋ญ ์ฐพ์œผ์„ธ์š”?: ์˜จ๋ผ์ธ ๊ฐ€์ƒ ์ ์› ์„œ๋น„์Šค

๐Ÿ†2023 ์ดํ™”์—ฌ๋Œ€ ์บก์Šคํ†ค ๋””์ž์ธ๊ณผ ์ฐฝ์—…ํ”„๋กœ์ ํŠธA ํฌ์Šคํ„ฐ ์„ธ์…˜ ์žฅ๋ ค์ƒ ์ˆ˜์ƒ

๐Ÿ†2023 ์ดํ™”์—ฌ๋Œ€ ์บก์Šคํ†ค๋””์ž์ธ๊ฒฝ์ง„๋Œ€ํšŒ ์œตํ•ฉ ๋ถ€๋ฌธ ๋™์ƒ ์ˆ˜์ƒ

ํ”„๋กœ์ ํŠธ ์†Œ๊ฐœ

์‚ฌ์šฉ์ž์˜ ์ž์œ ๋กœ์šด ์–ธ์–ด์  ์š”์ฒญ์„ ํ•ด์„ํ•ด ์ƒํ’ˆ์„ ์ฐพ์•„์ฃผ๊ณ  ์ƒํ’ˆ์— ๋Œ€ํ•œ ์ •๋ณด์ œ๊ณต ์งˆ์˜์‘๋‹ต์„ ์ œ๊ณตํ•˜๋Š” 1:1 ์‡ผํ•‘ ๋„์šฐ๋ฏธ ์ฑ—๋ด‡ ์„œ๋น„์Šค

ํ”„๋กœ์ ํŠธ ๋ชฉ์ 

๊ธฐ์กด์˜ ์˜จ๋ผ์ธ ์‡ผํ•‘๋ชฐ์€ ๋ฐฉ๋Œ€ํ•œ ์ƒํ’ˆ ์ •๋ณด ๋ฐ ๋ฆฌ๋ทฐ ํ™•์ธ์œผ๋กœ ์ธํ•œ ์‚ฌ์šฉ์ž์˜ ๋งŽ์€ ์‹œ๊ฐ„๊ณผ ์ˆ˜๊ณ ๋กœ์›€์„ ํ•„์š”๋กœ ํ•˜๋Š” ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•จ. ์˜จ๋ผ์ธ ์‡ผํ•‘์—๋„ ์˜คํ”„๋ผ์ธ์˜ ์ ์›์ฒ˜๋Ÿผ ๊ณ ๊ฐ์˜ ์ž์œ ๋กœ์šด ์ž์—ฐ์–ด ์š”์ฒญ์„ ์ดํ•ดํ•˜๊ณ  ์ƒํ’ˆ ๋ฐ์ดํ„ฐ๋ฅผ ํ™œ์šฉํ•˜๊ณ  ๋‹ค๋ฅธ ๊ณ ๊ฐ์˜ ๊ฒฝํ—˜์„ ์ข…ํ•ฉ์ ์œผ๋กœ ๊ณ ๋ คํ•ด ์‚ฌ์šฉ์ž ๋งž์ถคํ˜• ์‡ผํ•‘ ์„œ๋น„์Šค ์ œ๊ณต์ด ํ•„์š”๋จ. ์›ํ•˜๋Š” ์ƒํ’ˆ ๋ฐ ์Šคํƒ€์ผ์„ ์ž์œ ๋กญ๊ฒŒ ๊ฒ€์ƒ‰์ฐฝ์— ์ž…๋ ฅํ•˜๊ฑฐ๋‚˜ ์ฑ„ํŒ…์ฐฝ์— ์ƒํ’ˆ์— ๋Œ€ํ•ด ๊ถ๊ธˆํ•œ ์ ์„ ์ž…๋ ฅํ•ด 1:1 ๋Œ€ํ™”ํ˜• ์ฑ„ํŒ…์„ ํ†ตํ•ด ์ ์›๊ณผ ๋Œ€ํ™”ํ•˜๋“ฏ ์‚ฌ์šฉ์ž์—๊ฒŒ ์ฆ‰๊ฐ์ ์ธ ์‘๋‹ต์„ ์ œ๊ณตํ•˜๋Š” ์„œ๋น„์Šค๋ฅผ ๊ฐœ๋ฐœํ•˜๊ณ ์ž ํ•จ.

ํ”„๋กœ์ ํŠธ ๊ธฐ์ˆ 

  1. ์ƒ์„ฑํ˜• AI + LangChain์„ ํ™œ์šฉํ•œ Prompt Engineering
  • ์‚ฌ์šฉ์ž ์š”์ฒญ์— ๋”ฐ๋ฅธ ์ƒํ’ˆ ๋ชฉ๋ก, ๊ตฌ๋งค์— ๊ฒฐ์ •์ ์ธ ์ •๋ณด ์š”์•ฝ, ์‚ฌ์ด์ฆˆ ํ†ต๊ณ„, ์œ ์šฉํ•œ ๋ฆฌ๋ทฐ ๋ฐ ๋ถˆ๋งŒ ๋ฆฌ๋ทฐ ์š”์•ฝํ•˜๋Š” 4๊ฐ€์ง€ ํ”„๋กฌํ”„ํŠธ ๊ตฌ์„ฑ
  • ์‚ฌ์šฉ์ž์˜ ์–ธ์–ด์  ์ž์œ ๋„๋ฅผ ์œ ์ง€ํ•˜๋ฉด์„œ ๋ชจ๋ธ์˜ ํšจ๊ณผ์ ์ธ ์ƒํ’ˆ ๊ฒ€์ƒ‰ ์ง„ํ–‰
  • ๋‹ค์–‘ํ•œ ๋ฐ์ดํ„ฐ๋กœ๋ถ€ํ„ฐ ํ•„์š”ํ•œ ์ •๋ณด ์š”์•ฝ ๋ฐ ์ƒํ’ˆ ๋ชฉ๋ก ์ œ๊ณต์„ ์œ„ํ•œ ํฌ๋งนํŒ…
  1. Text Embedding์™€ Vector DB์„ ํ™œ์šฉํ•œ ์งˆ์˜์‘๋‹ต
  • ์‚ฌ์šฉ์ž ์š”๊ตฌ์— ๋ถ€ํ•ฉํ•˜๋Š” ์ •๋ณด๋งŒ ์ถ”์ถœํ•ด ์‚ฌ์šฉ์ž ์š”์ฒญ์— ๋Œ€ํ•œ ์ •ํ™•ํ•œ ๋Œ€์‘ ๋ฐ ๋‹ต๋ณ€ ์ œ๊ณต

  1. Selenium๊ณผ Google Cloud Run์„ ํ™œ์šฉํ•œ ์‹ค์‹œ๊ฐ„ ๋ธŒ๋Ÿฌ์šฐ์ € ์กฐ์ž‘์„ ํ†ตํ•œ ์‹ค์‹œ๊ฐ„ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘

  2. ๊ธฐ์กด ์‡ผํ•‘๋ชฐ UI๊ณผ ๋Œ€ํ™”ํ˜• UI ํ˜ผํ•ฉํ•œ ์ธํ„ฐํŽ˜์ด์Šค ๊ฐœ๋ฐœ

์‹œ์—ฐ ์˜์ƒ

์œ ํˆฌ๋ธŒ ์‹œ์—ฐ ์˜์ƒ

์„œ๋น„์Šค ์‹œ๋‚˜๋ฆฌ์˜ค

Service Flow

ํฌ์Šคํ„ฐ

ํฌ์Šคํ„ฐ

๋ ˆํฌ์ง€ํ† ๋ฆฌ ๊ตฌ์„ฑ

1. AI : ํ”„๋กฌํ”„ํŠธ https://github.com/What2buy/what2buy-AI

2. Front-end : ์›น ํด๋ผ์ด์–ธํŠธ https://github.com/What2buy/whaat2Buy-FE

3. Back-end : ์›น ์„œ๋ฒ„ https://github.com/What2buy/whaat2Buy-BE

์‹คํ–‰ ํ™˜๊ฒฝ ๋ฐ ๋ฐฉ๋ฒ•

0. ์‹คํ–‰ ํ™˜๊ฒฝ

๋‹ค์Œ์˜ ๊ณผ์ •์„ ํ†ตํ•ด ์„œ๋น„์Šค ์‹คํ–‰์— ํ•„์š”ํ•œ ๋ชจ๋“  ํŒŒ์ผ ๋นŒ๋“œ ๊ฐ€๋Šฅ node.js, npm, git ์„ค์น˜๊ฐ€ ์š”๊ตฌ๋จ

$ node -v
v20.8.0

$ npm -v
10.2.0

$ git -v
git version 2.39.2

1. ํ”„๋กœ์ ํŠธ clone

git clone https://github.com/Solchall/whaat2Buy-FE.git

2. ํ”„๋กœ์ ํŠธ ํด๋”๋กœ ์ด๋™

cd whaat2Buy-FE

3. ํ™˜๊ฒฝ ๋ณ€์ˆ˜ ํŒŒ์ผ ์ƒ์„ฑ

๋‹ค์Œ์˜ ๋‚ด์šฉ์ด ๋‹ด๊ธด .env ํŒŒ์ผ์„ base directory์— ์ถ”๊ฐ€ ์ž‘์„ฑํ•จ

REACT_APP_AI_API=https://what2buy-o3mazxvlva-du.a.run.app
REACT_APP_SERVER_API=https://whaat2buy-be.onrender.com/api

4. ์‹คํ–‰์— ํ•„์š”ํ•œ ํŒจํ‚ค์ง€ ์„ค์น˜

npm i

5. ํ”„๋กœ์ ํŠธ ์‹คํ–‰

๊ธฐ๋ณธ ์ฃผ์†Œ๋Š” http://localhost:3000, ํ•ด๋‹น ์ฃผ์†Œ๋กœ ์ ‘์†

npm start

6.ํ…Œ์ŠคํŠธ ๊ณ„์ • ๋กœ๊ทธ์ธ

๋‹ค์Œ์˜ ํ…Œ์ŠคํŠธ ๊ณ„์ •์„ ํ†ตํ•ด ๋กœ๊ทธ์ธ ๊ฐ€๋Šฅ

email: test3@gmail.com
password: 1234567890a!

๐Ÿง‘โ€๐Ÿ’ป ํŒ€์›

ํ•˜์ˆ˜๋ฏผ ์ •์œ ๋ฆฌ ์žฅ์•„์—ฐ
ํŒ€์žฅ & AI & BE AI & BE FE & BE & ์›น ์„œ๋น„์Šค ๋ฐฐํฌ

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