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Shall We Quiz?๐Ÿ˜† AI๊ฐ€ ์ƒ์„ฑํ•œ ํ€ด์ฆˆ๋ฅผ ์นœ๊ตฌ๋“ค๊ณผ ํ•จ๊ป˜ ํ‘ธ๋Š” ์„œ๋น„์Šค

Home Page: https://wequiz.kr

JavaScript 0.32% TypeScript 49.94% Python 10.97% Java 33.78% CSS 1.43% Dockerfile 0.52% Shell 0.96% HTML 1.99% Makefile 0.08%
llm multiplayer realtime-communication

wequiz's Introduction




๐Ÿค” Overview

AI๊ฐ€ ์ƒ์„ฑํ•œ ํ€ด์ฆˆ๋ฅผ ์นœ๊ตฌ๋“ค๊ณผ ํ•จ๊ป˜ ํ‘ธ๋Š” ์„œ๋น„์Šค



๐Ÿ–ฑ๏ธ Usage

1. PDF ์ž๋ฃŒ๋ฅผ ํ€ด์ฆˆ๋กœ ๋ณ€ํ™˜

์œ ์ €๊ฐ€ pdf ํŒŒ์ผ์„ ์ž…๋ ฅํ•˜๋ฉด ๋‚ด์šฉ์„ ํŒŒ์‹ฑ ๋ฐ ๋ฒกํ„ฐํ™” ํ•˜์—ฌ ๋ฌธ์„œ ๋‚ด์šฉ์„ ๊ธฐ๋ฐ˜์œผ๋กœ LLM์ด ํ€ด์ฆˆ๋ฅผ ์ƒ์„ฑํ•ฉ๋‹ˆ๋‹ค.

2. ํ€ด์ฆˆ ๋ฐฉ ์ƒ์„ฑ

์‚ฌ์šฉ์ž๋“ค์ด ํ•ด๋‹น ํ€ด์ฆˆ๋ฅผ ํ’€์–ด๋ณผ ์ˆ˜ ์žˆ๋Š” ๋ฐฉ์„ ์ƒ์„ฑํ•ฉ๋‹ˆ๋‹ค.
๊ฐ„๋‹จํ•œ ์ด๋ชจ์ง€ ๋ฐ ์ฑ„ํŒ…์œผ๋กœ ์˜์‚ฌ์†Œํ†ต์„ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

3. ์‹ค์‹œ๊ฐ„ ํ€ด์ฆˆ ํ’€๊ธฐ

์ƒ์„ฑ๋œ ๋ฐฉ์—์„œ ๊ฒŒ์ž„์ด ์‹œ์ž‘๋˜๋ฉด, ์‚ฌ์šฉ์ž๋Š” ์‹ค์‹œ๊ฐ„์œผ๋กœ ํ€ด์ฆˆ๋ฅผ ํ’€์–ด๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
๋ฌธ์ œ ํ’€์ด๋Š” ์ˆœ์„œ๋Œ€๋กœ ์ง„ํ–‰๋˜๋ฉฐ, ๊ณผ๋ฐ˜์ˆ˜๊ฐ€ ํ•ด๋‹น ๋ฌธ์ œ๋ฅผ ํ’€์—ˆ์„ ๊ฒฝ์šฐ ์งง์€ ์นด์šดํŠธ ๋‹ค์šด ํ›„ ๋‹ค์Œ ๋ฌธ์ œ๋กœ ๋„˜์–ด๊ฐ‘๋‹ˆ๋‹ค.
์‹ค์‹œ๊ฐ„์œผ๋กœ ์ •๋‹ต ์—ฌ๋ถ€์— ๋”ฐ๋ผ ์ฐธ์—ฌ์ž๋“ค์—๊ฒŒ ์ ์ˆ˜๊ฐ€ ๋ถ€์—ฌ๋ฉ๋‹ˆ๋‹ค.
๊ฐ„๋‹จํ•œ ์ด๋ชจ์ง€๋กœ ์˜์‚ฌ์†Œํ†ต์„ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

4. ์ •๋‹ต ๊ณต์œ 

ํ€ด์ฆˆ๊ฐ€ ๋ชจ๋‘ ๋๋‚œ ํ›„, ์ตœ์ข… ์„ฑ์ ํ‘œ๊ฐ€ ์ œ๊ณต๋ฉ๋‹ˆ๋‹ค.
์‚ฌ์šฉ์ž๋Š” ์„œ๋กœ๊ฐ€ ์ž‘์„ฑํ•œ ๋‹ต์„ ๊ณต์œ ํ•  ์ˆ˜ ์žˆ์œผ๋ฉฐ, ์ด์— ๋Œ€ํ•œ ํ† ๋ก ์„ ๋‚˜๋ˆŒ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.



๐ŸŽจ User Interface

์‹œ์ž‘ ํŽ˜์ด์ง€ ๋ฉ”์ธ ๋กœ๋น„ ๋ฐฉ ๋งŒ๋“ค๊ธฐ
๋ฐฉ ์ ‘์† ํ€ด์ฆˆ ํ’€์ด ์ •๋‹ต ํ™•์ธ


๐Ÿ› ๏ธ Architecture

์ „์ฒด ์•„ํ‚คํ…์ฒ˜
CI / CD


๐ŸŽฎ Demo

Video Label



๐Ÿ“ Documents



๐Ÿš€ Team

Team WeQuiz
๋ฐ•๊ทœ์—ฐ(ํŒ€์žฅ) ์‹ฌ์žฌ๋ฏผ ์•ˆ๊ธˆ์žฅ ๊น€์šฐ๋ฆผ ๋ฐฐ์ค€ํ˜•
๐Ÿค– โš™๏ธ โš™๏ธ ๐ŸŽจ ๐ŸŽจ
ML Engineer Back-end Developer Back-end Developer Front-end Developer Front-end Developer



2024-1 KMUCS ์บก์Šคํ†ค๋””์ž์ธ | Copyright 2024.ย WeQuizย All rights reserved.

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wequiz's Issues

[FE] ํด๋” ๊ตฌ์กฐ ๋ฐ ๋‚ด์šฉ ์žฌ๊ตฌ์„ฑ

๊ฐœ์š”

๊ธฐํš ๋ณ€๊ฒฝ์— ๋”ฐ๋ฅธ ์“ฐ์ง€ ์•Š์„ ํŽ˜์ด์ง€, ์ปดํฌ๋„ŒํŠธ ์ •๋ฆฌ ๋ฐ ํด๋” ์ •๋ฆฌ

์ž‘์—… ๋‚ด์šฉ

์š”๊ตฌ์‚ฌํ•ญ ์ƒ์„ธ ์ž‘์„ฑ

  • ์ปดํฌ๋„ŒํŠธ ์ •๋ฆฌ
  • ํŽ˜์ด์ง€ ์ •๋ฆฌ

์ฐธ๊ณ 

๋งํฌ

[FE] ํŒŒ์ผ ์—…๋กœ๋“œ ๊ตฌํ˜„

๊ฐœ์š”

[FE] ํŒŒ์ผ ์—…๋กœ๋“œ ๊ตฌํ˜„

์ž‘์—… ๋‚ด์šฉ

ํด๋ผ์ด์–ธํŠธ์—์„œ ์—…๋กœ๋“œ ๋ฐ›์€ ํŒŒ์ผ์„ AWS S3 URL๋กœ ๋ฐ˜ํ™˜ํ•˜์—ฌ ์„œ๋ฒ„์— ์—…๋กœ๋“œ

  • ํŒŒ์ผ ์—…๋กœ๋“œ
  • AWS S3 ์—ฐ๋™
  • ์„œ๋ฒ„๋กœ ๋ฐ˜ํ™˜
  • msw ๊ฑท์–ด๋‚ด๊ธฐ, next route handler ํ†ตํ•œ mock ๊ตฌํ˜„

์ฐธ๊ณ 

[BE] Security config ์ถ”๊ฐ€ ๋ฐ jwt filter ๋ฅผ ํ†ตํ•œ ์ธ๊ฐ€ ์ž‘์—…

๊ฐœ์š”

  • Spring Security config ์ถ”๊ฐ€ ๋ฐ jwt filter ๋ฅผ ํ†ตํ•œ ์ธ๊ฐ€ ์ž‘์—…

์ž‘์—… ๋‚ด์šฉ

  • csrf ๋ฐฉ์ง€

  • Form ๋กœ๊ทธ์ธ ๋ฐฉ์ง€

  • http basic ์ธ์ฆ๋ฐฉ์‹ ๋ฐฉ์ง€

  • stateless ์„ธ์…˜ ์„ค์ •

  • jwt filter ๋ฅผ ํ†ตํ•œ ์ธ๊ฐ€ ์ž‘์—…

์ฐธ๊ณ 

๋งํฌ

[ML] API๋กœ ๋งˆ์ด๊ทธ๋ ˆ์ด์…˜ ์ž‘์—…

๊ฐœ์š”

utils -> api๋กœ ๋งˆ์ด๊ทธ๋ ˆ์ด์…˜ ํ•˜๋Š” ์ž‘์—…
FastAPI๋กœ ์ „ํ™˜ ํ•จ

์ž‘์—… ๋‚ด์šฉ

์š”๊ตฌ์‚ฌํ•ญ ์ƒ์„ธ ์ž‘์„ฑ

  • chain inference api
  • gradio client ํ•จ์ˆ˜์—์„œ inference api ํ˜ธ์ถœํ•˜๋„๋ก ์ˆ˜์ •
  • pdf2vec convert api

์ฐธ๊ณ 

[BE] Issue, PR ํ…œํ”Œ๋ฆฟ ์„ค์ •

๋‚ด์šฉ

(2024-01-31 ~ 2024-02-03)
Issue, PR ํ…œํ”Œ๋ฆฟ ์„ค์ •

์ž‘์—… ๋‚ด์šฉ

  • Issue ํ…œํ”Œ๋ฆฟ ์„ค์ •
  • PR ํ…œํ”Œ๋ฆฟ ์„ค์ •

[FE] eslint, prettier ์„ค์ •

๊ฐœ์š”

์ฝ”๋“œ ์Šคํƒ€์ผ ํ†ต์ผ์„ ์œ„ํ•œ prettier ์„ค์ • ๋ฐ eslint ์„ค์ •

์ž‘์—… ๋‚ด์šฉ

์š”๊ตฌ์‚ฌํ•ญ ์ƒ์„ธ ์ž‘์„ฑ

  • prettier ์„ค์ •
  • eslint ์„ค์ •
  • #47

์ฐธ๊ณ 

๋งํฌ

[ML] PDF ๋กœ๋“œ, ํŒŒ์‹ฑ, ์ž„๋ฒ ๋”ฉ ๋ฒกํ„ฐํ™”

๊ฐœ์š”

pdfํŒŒ์ผ์˜ ๋‚ด์šฉ์„ ํŒŒ์‹ฑํ•˜๊ณ  ํ…์ŠคํŠธ๋ฅผ ์ž„๋ฒ ๋”ฉ ๋ฒกํ„ฐ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” ์ž‘์—…

์ž‘์—… ๋‚ด์šฉ

์š”๊ตฌ์‚ฌํ•ญ ์ƒ์„ธ ์ž‘์„ฑ

  • pdf loader ๊ตฌํ˜„
  • ์ž„๋ฒ ๋”ฉ ๋ชจ๋ธ ์—ฐ๊ฒฐ ๋ฐ ๋ฒกํ„ฐํ™”
  • faiss(์ž„์‹œ db)๋กœ ํ…Œ์ŠคํŠธ

์ฐธ๊ณ 

์˜๊ตฌ์ ์ธ db๋Š” ์–ด๋–ป๊ฒŒ ํ•  ์ง€ ๊ณ ๋ฏผ ์ค‘.
dto๋„ ์–ด๋–ป๊ฒŒ ํ•  ์ง€ ๊ตฌ์ƒํ•ด์•ผํ•จ.

[ML] ํŒŒ์ผ ์ „๋‹ฌ๋ฐ›๊ธฐ ๊ตฌํ˜„

๊ฐœ์š”

s3์˜ ํŒŒ์ผ์„ ๊ฐ€์ ธ์˜ค๊ณ  ์ด๊ฑธ pymupdf๊ฐ€ ์ฝ์„ ์ˆ˜ ์žˆ๋„๋ก ์ˆ˜์ •ํ•ฉ๋‹ˆ๋‹ค
PDF ํŒŒ์ผ์„ ์—ฌ๋Ÿฌ๊ฐœ ์˜ฌ๋ฆด ์ˆ˜ ์žˆ๋„๋ก ์ˆ˜์ •ํ•ฉ๋‹ˆ๋‹ค

์ž‘์—… ๋‚ด์šฉ

์š”๊ตฌ์‚ฌํ•ญ ์ƒ์„ธ ์ž‘์„ฑ

  • s3 ๋งํฌ๋กœ ํŒŒ์ผ ๊ฐ€์ ธ์˜ค๋„๋ก ๊ตฌํ˜„
  • pdf ํŒŒ์ผ ์—ฌ๋Ÿฌ๊ฐœ

์ฐธ๊ณ 

langchain-ai/langchain#13638

[BE] ERD ๊ทธ๋ฆฌ๊ธฐ

๊ฐœ์š”

ERD ์ž‘์„ฑ!!

์ž‘์—… ๋‚ด์šฉ

  • ๋ฐฑ์—”๋“œ๋‹จ ERD ์ž‘์„ฑ
  • ML DB๋ž‘ ๊ด€๊ณ„ ํ™•์ธ

์ฐธ๊ณ 

2/17 ์˜คํ›„ 6:00 ๋””์Šค์ฝ”๋“œ ์˜ˆ์ •

[FE] MSW ์„ธํŒ…, ๋ฆฌํŒฉํ† ๋ง

๊ฐœ์š”

MSW๋ฅผ ํ™œ์šฉํ•œ ๋ชฉ ์„œ๋ฒ„ ๊ตฌํ˜„, ๋ฆฌํŒฉํ† ๋ง

์ž‘์—… ๋‚ด์šฉ

  • MSW ์„œ๋ฒ„ ์„ธํŒ…
  • main ํŽ˜์ด์ง€ ์ปดํฌ๋„ŒํŠธํ™”, ํด๋” ๊ตฌ์กฐ ๋ฆฌํŒฉํ† ๋ง

์ฐธ๊ณ 

[FE] ๋ชจ๋‹ฌ ์ปดํฌ๋„ŒํŠธ ์ œ์ž‘

๊ฐœ์š”

๊ณต์šฉ์œผ๋กœ ์‚ฌ์šฉํ•  ๋ชจ๋‹ฌ ์ปดํฌ๋„ŒํŠธ ๊ตฌํ˜„

์ž‘์—… ๋‚ด์šฉ

  • ๊ณต์šฉ์œผ๋กœ ์“ธ ๋ชจ๋‹ฌ ์ปดํฌ๋„ŒํŠธ + hook ์ œ์ž‘

์ฐธ๊ณ 

๋งํฌ

[ML] ํด๋” ์žฌ๊ตฌ์กฐํ™”

๊ฐœ์š”

FastAPI๋กœ ๋„˜์–ด๊ฐ€๊ธฐ ์ „์— ํด๋” ์žฌ๊ตฌ์กฐํ™”

์ž‘์—… ๋‚ด์šฉ

์š”๊ตฌ์‚ฌํ•ญ ์ƒ์„ธ ์ž‘์„ฑ

  • ํด๋” ์žฌ๊ตฌ์กฐํ™”

์ฐธ๊ณ 

ใ… .ใ… 

ML ๋ฆฌ๋“œ๋ฏธ ์ˆ˜์ •

๋‚ด์šฉ

ML repo๋ฅผ ์˜คํ”ˆํ•œ ๊ธฐ๋…์œผ๋กœ ๋ฆฌ๋“œ๋ฏธ๋ฅผ ์ •๋ฆฌํ•ด๋ด…๋‹ˆ๋‹ค

์ž‘์—… ๋‚ด์šฉ

  • ML repo ํŒŒ๊ธฐ
  • ML README ์ •๋ฆฌ

[BE] Exception Handling

๊ฐœ์š”

  • exception handling ๊ตฌํ˜„

์ž‘์—… ๋‚ด์šฉ

์ฐธ๊ณ 

๋งํฌ

[BE] ์ด๋ฉ”์ผ ์ธ์ฆ ๊ตฌํ˜„

๊ฐœ์š”

์ด๋ฉ”์ผ ์ธ์ฆ ๊ตฌํ˜„

์ž‘์—… ๋‚ด์šฉ

  • ์ธ์ฆ์ฝ”๋“œ ๋ฐœ์†ก
  • ์ธ์ฆ ํ™•์ธ
  • ์ธ์ฆ๋ฒˆํ˜ธ ์œ ํšจ๊ธฐ๊ฐ„ ์„ค์ •

[FE] ์ดˆ๊ธฐ์„ค์ •

๋‚ด์šฉ

(2024.01.31 ~ 2024.02.04)
crn์„ ํ™œ์šฉํ•œ ์ดˆ๊ธฐ์„ค์ •

์ž‘์—… ๋‚ด์šฉ

  • next ์•ฑ ์„ค์ •

์ฐธ๊ณ  ์‚ฌํ•ญ

FE ๋ฆฌ๋“œ๋ฏธ ์ˆ˜์ •

๋‚ด์šฉ

FE ๋ฆฌ๋“œ๋ฏธ ์˜คํ”ˆ!

์ž‘์—… ๋‚ด์šฉ

  • ๋ฆฌ๋“œ๋ฏธ ์ž‘์„ฑ

์ฐธ๊ณ  ์‚ฌํ•ญ

๊ธฐํš ๊ตฌ์ฒดํ™”

๊ฐœ์š”

MVP ์™ธ ๊ธฐํš ๊ตฌ์ฒดํ™”!!

์ž‘์—… ๋‚ด์šฉ

  • ์ปค๋ฎค๋‹ˆํ‹ฐ, ๋งˆ์ผ“ ๊ธฐ๋Šฅ
  • ํ•™์Šต ๋ถ„์„
  • ์ž์ž˜ํ•œ ๊ธฐ๋Šฅ๋“ค

[FE] ์ฑ—๋ด‡ ๋ฆฌ์ŠคํŠธ ํŽ˜์ด์ง€ ๊ตฌํ˜„

๋‚ด์šฉ

(2024.01.31 ~ 2024.02.03)
์ฑ—๋ด‡ ๋ฆฌ์ŠคํŠธ ํŽ˜์ด์ง€ ์ž‘์—…

์ž‘์—… ๋‚ด์šฉ

  • ์ฑ—๋ด‡๋ฆฌ์ŠคํŠธ ์นด๋“œ ๋ฆฌ์ŠคํŠธ๋กœ ๊ตฌํ˜„
  • ๊ทธ๋ฆฌ๋“œ ๋ ˆ์ด์•„์›ƒ์œผ๋กœ ์‹œ๋„

์ฐธ๊ณ  ์‚ฌํ•ญ

[ML] pdf ๋ฌธ์„œ ํŒŒ์‹ฑ API ์ˆ˜์ • ๋ฐ s3 ์ ‘๊ทผ

๊ฐœ์š”

ํŒŒ์‹ฑํ•œ ๋ฌธ์„œ๋ฅผ s3์— ์ €์žฅํ•˜๋Š” ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌํ˜„

์ž‘์—… ๋‚ด์šฉ

  • (๋žญ์ฒด์ธ ๋ฒ„์ „์—… ์ดํ›„ ๋ฐœ์ƒํ•œ;) pdf ํŒŒ์‹ฑ ์—๋Ÿฌ ์ˆ˜์ •
    image
  • pdf2vec ํด๋ž˜์Šค ์šฉ๋„์— ๋”ฐ๋ผ ๋‘ ๊ฐ€์ง€ ํด๋ž˜์Šค๋กœ ๋ถ„๋ฆฌ (split, vector)
  • s3์— ์ง์ ‘ ์•ก์„ธ์Šค ํ•ด์„œ ํŒŒ์ผ ์ฝ๊ธฐ

์ฐธ๊ณ 

stand alone vector indices: FAISS ์‚ฌ์šฉ

์˜ˆ์ƒ ํ”„๋กœ์„ธ์Šค

  1. ๋ฌธ์„œ๋ฅผ ๋ฐ›์•„ vector index ์ƒ์„ฑ
  2. ์ด๋ฅผ ์ด์šฉํ•ด์„œ ๋ฌธ์ œ, ๋ฌธ์„œ ๋ฉ”ํƒ€์ •๋ณด ์ƒ์„ฑ
    1. ๋ฌธ์„œ ๋ฉ”ํƒ€ ์ •๋ณด: ์ƒ์„ฑ์ž, ์ƒ์„ฑ๋‚ ์งœ, ๋ฌธ์„œ ์ œ๋ชฉ, ๋ฌธ์„œ ์š”์•ฝ ๋“ฑ
    2. ๋ฌธ์„œ ๋ฉ”ํƒ€ ์ •๋ณด๋Š” ๋กœ๊ทธ ๋งˆ๋ƒฅ ์ ์žฌํ•  ์˜ˆ์ •
  3. vector index๋ฅผ ์ž„์‹œ ์ €์žฅ (ํ€ด์ฆˆ๋ฐฉ์ด ์ข…๋ฃŒ๋  ๋•Œ๊นŒ์ง€)
  4. ํ€ด์ฆˆ๋ฐฉ ์ข…๋ฃŒ ํ›„ index ๊ฐ€์ ธ์™€์„œ ์ฑ„์ 
  5. vector index ์‚ญ์ œ

[FE] ๋ฉ”์ธ ๋กœ๋น„ ๊ตฌํ˜„

๊ฐœ์š”

๋ฉ”์ธ ๋กœ๋น„ ํŽ˜์ด์ง€๋ฅผ ๊ตฌํ˜„ํ•ฉ๋‹ˆ๋‹ค.

์ž‘์—… ๋‚ด์šฉ

์š”๊ตฌ์‚ฌํ•ญ ์ƒ์„ธ ์ž‘์„ฑ

  • ๋ฐฉ ์Šฌ๋กฏ ๋ฆฌ์ŠคํŠธ ์ปดํฌ๋„ŒํŠธ
  • hoverํšจ๊ณผ ์ ์šฉ

์ฐธ๊ณ 

๋งํฌ

[BE] User ๋„๋ฉ”์ธ ๊ตฌํ˜„

๊ฐœ์š”

  • User ๋„๋ฉ”์ธ ๊ตฌํ˜„

์ž‘์—… ๋‚ด์šฉ

  • ์•„์ด๋””
  • ๋น„๋ฐ€๋ฒˆํ˜ธ
  • ์ด๋ฉ”์ผ
  • ๋‹‰๋„ค์ž„
  • ๋‚˜์ด
  • ํ•™๊ต / ํ•™๊ณผ (์„ ํƒ)

์ฐธ๊ณ 

๋งํฌ

[BE] User ์—”ํ‹ฐํ‹ฐ ์ˆ˜์ •

๊ฐœ์š”

์œ ์ € ์—”ํ‹ฐํ‹ฐ ์ˆ˜์ •

์ž‘์—… ๋‚ด์šฉ

  • postgres db, ๊ณ„์ • ๋ณ€๊ฒฝ
  • user ํ…Œ์ด๋ธ”๋ช… users๋กœ ๋ณ€๊ฒฝ
  • age ์‚ญ์ œ
  • username, nickname ๊ธธ์ด ์ œํ•œ
  • nickname unique ์„ค์ •
  • ์ด๋ฉ”์ผ ์ธ์ฆ ์—ฌ๋ถ€ ์ปฌ๋Ÿผ ์ถ”๊ฐ€
  • ํ”„๋กœํ•„์ด๋ฏธ์ง€ ์ปฌ๋Ÿผ ์ถ”๊ฐ€

[BE] BaseEntity ์ƒ์„ฑ

๊ฐœ์š”

  • BaseEntity ์ƒ์„ฑ

์ž‘์—… ๋‚ด์šฉ

  • ๋‹ค๋ฅธ Entity์˜ ๊ธฐ๋ณธ์ด ๋˜๋Š” BaseEntity๋ฅผ ๋งŒ๋“ ๋‹ค. ์ดํ›„ ๋‹ค๋ฅธ Entity๋Š” BaseEntity๋ฅผ ์ƒ์†๋ฐ›์•„ ์ด์šฉํ•œ๋‹ค.

  • BaseEntity ์ƒ์„ฑ

์ฐธ๊ณ 

๋งํฌ

BE ๋ฆฌ๋“œ๋ฏธ ์ˆ˜์ •

๋‚ด์šฉ

BE ๋ฆฌ๋“œ๋ฏธ ์˜คํ”ˆ!

์ž‘์—… ๋‚ด์šฉ

  • ๋ฆฌ๋“œ๋ฏธ ์ž‘์„ฑ

์ฐธ๊ณ  ์‚ฌํ•ญ

[ML] ๋ฌธ์ œ ์ƒ์„ฑ api

๊ฐœ์š”

๋ฌธ์ œ ์ƒ์„ฑ api ์ƒ์„ฑ

์ž‘์—… ๋‚ด์šฉ

์š”๊ตฌ์‚ฌํ•ญ ์ƒ์„ธ ์ž‘์„ฑ

  • ๊ฐ/์ฃผ/๋‹จ ํƒ€์ž… ์ž…๋ ฅ๋ฐ›๋„๋ก
  • json output parser
    • question, options, answer

์ฐธ๊ณ 

๋งํฌ

[FE] ์—…๋กœ๋“œ ํ›„ ์ฒ˜๋ฆฌ, ๋ฉ€ํ‹ฐํŒŒํŠธ ๊ตฌํ˜„

๊ฐœ์š”

์ŠคํŠธ๋ฆผ ๋ฐฉ์‹๊ณผ ๋ฉ€ํ‹ฐํŒŒํŠธ ๋ฐฉ์‹์„ ๋‚˜๋ˆ ์„œ ๊ตฌํ˜„๏ฟฝ

์ž‘์—… ๋‚ด์šฉ

์š”๊ตฌ์‚ฌํ•ญ ์ƒ์„ธ ์ž‘์„ฑ

  • ํŒŒ์ผ ์‚ฌ์ด์ฆˆ ์ฒดํฌ
  • MULTI PART ๊ตฌํ˜„

์ฐธ๊ณ 

https://velog.io/@ryanbae94/Next.js-%EC%97%90%EC%84%9C%EC%9D%98-%EB%8C%80%EC%9A%A9%EB%9F%89-%ED%8C%8C%EC%9D%BC-s3-%EC%97%85%EB%A1%9C%EB%93%9C

[ML] OpenAI API ์ฝœ ๋น„์šฉ ์ฒดํฌ

๊ฐœ์š”

OpenAI API ์ฝœ์— ๋“œ๋Š” ๋น„์šฉ์„ ์ฒดํฌํ•ฉ๋‹ˆ๋‹ค.

์ž‘์—… ๋‚ด์šฉ

  • ํŒŒ์ผ ์šฉ๋Ÿ‰์— ๋”ฐ๋ฅธ ์ž„๋ฒ ๋”ฉ ๋น„์šฉ ์ฒดํฌ
  • ์งˆ๋ฌธ ๋ฐฉ์‹์— ๋”ฐ๋ฅธ ์ž„๋ฒ ๋”ฉ ๋น„์šฉ ์ฒดํฌ

์ฐธ๊ณ 

[BE] ์Šคํ”„๋ง ์ดˆ๊ธฐ ์„ค์ •

๋‚ด์šฉ

(2024-01-31 ~ 2024-02-03)
์Šคํ”„๋ง ๋ถ€ํŠธ๋ฅผ ์ด์šฉํ•œ ์ดˆ๊ธฐ ์„ค์ • ์ง„ํ–‰

์ž‘์—… ๋‚ด์šฉ

  • ์Šคํ”„๋ง ๋ถ€ํŠธ๋ฅผ ์ด์šฉํ•œ ์ดˆ๊ธฐ ์„ค์ •

์ฐธ๊ณ 

Spring initializer

[BE] CORS ์„ค์ •

๊ฐœ์š”

  • CORS ์„ค์ •

์ž‘์—… ๋‚ด์šฉ

์š”๊ตฌ์‚ฌํ•ญ ์ƒ์„ธ ์ž‘์„ฑ

์ฐธ๊ณ 

๋งํฌ

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