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  • Getting Started
    • Introduction to Upstage x AWS AI Initiative
    • Getting Started with Upstage Edu Full Package
  • Basics
    • [KOR] Edu Full Package - No-Code Zone
      • Introduction to LLM
      • Capabilities of LLM
      • Introduction to Solar
      • Introduction to Embedding
      • Introduction to Document AI
      • Introduction to Document Parse
    • [KOR] Edu Full Package - Dev Start Zone
      • Introduction to Upstage API
      • Getting Started with Solar Chat
      • Getting Started withย Document Digitization
    • [KOR] Edu Full Package - Use Case Zone
      • Introduction to RAG
      • Introduction to AI Agent
    • [ENG] Edu Full Package - No-Code Zone
      • Introduction to LLM
      • Capabilities of LLM
      • Introduction to Solar
      • Introduction to Embedding
      • Introduction to Document AI
      • Introduction to Document Parse
    • [ENG] Edu Full Package - Dev Start Zone
      • Introduction to Upstage API
      • Getting Started with Solar Chat
      • Getting Started with Document Digitization
    • [ENG] Edu Full Package - Use Case Zone
      • Introduction to RAG
      • Introduction to AI Agent
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  • Edu Full Package โ€“ No-Code Zone (ํ•œ๊ตญ์–ด/English)
  • Edu Full Package ๋ชจ๋“ˆ
  • ๐ŸŒŸ Edu Full Package - No Code Zone์ด๋ž€?
  • ๐Ÿ“š Overview of Edu Full Package No Code Zone Modules
  1. Basics

[KOR] Edu Full Package - No-Code Zone

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Last updated 2 months ago

Upstage Edu Full Package - No Code Zone์— ์˜ค์‹  ๊ฒƒ์„ ํ™˜์˜ํ•ฉ๋‹ˆ๋‹ค!

Edu Full Package โ€“ No-Code Zone (ํ•œ๊ตญ์–ด/English)

๋น„๊ฐœ๋ฐœ ์ง๊ตฐ์„ ์œ„ํ•œ, ๊ธฐ์ˆ ์„ ์ดํ•ดํ•˜๋Š” ์ฒซ๊ฑธ์Œ

Edu Full Package๋ฅผ ํ†ตํ•ด, ๋ˆ„๊ตฌ๋‚˜ Upstage ์ œํ’ˆ์„ ์†์‰ฝ๊ฒŒ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋„๋ก ํ•„์ˆ˜์ ์ธ ๊ธฐ์ดˆ ์ง€์‹๊ณผ ์‚ฌ์šฉ ๋ฐฉ๋ฒ•์„ ๋น ๋ฅด๊ฒŒ ์ตํž ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • ํ•„์š”์— ๋”ฐ๋ผ ์ฃผ์ œ๋ฅผ ์„ ํƒํ•˜์—ฌ ํ•™์Šตํ•  ์ˆ˜ ์žˆ๋Š” ๋งž์ถคํ˜• ๊ต์œก ๋ชจ๋“ˆ ์ œ๊ณต

  • ์˜์ƒ๊ณผ ํ…์ŠคํŠธ ํ˜•ํƒœ ๋ชจ๋‘ ์ง€์›, ๊ฐ์ž์—๊ฒŒ ๋งž๋Š” ํ•™์Šต ๋ฐฉ์‹ ์„ ํƒ ๊ฐ€๋Šฅ

  • Upstage Playground ์‹ค์Šต ์ง€์›, AI ๊ฐœ๋…์„ ๋น ๋ฅด๊ฒŒ ์ตํžˆ๊ณ  ์ง์ ‘ ์‹ค์Šต ๊ฐ€๋Šฅ

  • ๋ฌด๋ฃŒ ๋ชจ๋ธ ์‚ฌ์šฉ ๊ธฐํšŒ๋ฅผ ํ†ตํ•ด ํ•™์Šตํ•œ ๋‚ด์šฉ์„ ์‹ค๋ฌด์— ๋ฐ”๋กœ ์ ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ๊ธฐํšŒ ์ œ๊ณต

๋น„๊ฐœ๋ฐœ ์ง๊ตฐ์„ ์œ„ํ•œ, ๊ธฐ์ˆ ์„ ์ดํ•ดํ•˜๋Š” ์ฒซ๊ฑธ์Œ

  • ๊ฐœ๋ฐœ ์ง€์‹ ์—†์ด๋„ ์ดํ•ด ๊ฐ€๋Šฅํ•œ ์„ค๋ช…

  • ์ผ ์ž˜ํ•˜๋Š” ๊ธฐํš์ž, ๋งˆ์ผ€ํ„ฐ๋ฅผ ์œ„ํ•œ ํ…Œํฌ ๊ฐœ๋…

Python ์‚ฌ์šฉ์ž๋ฅผ ์œ„ํ•œ, ์ฐจ๊ทผ์ฐจ๊ทผ ๋”ฐ๋ผํ•˜๋Š” ์ œํ’ˆ ์‚ฌ์šฉ ๊ฐ€์ด๋“œ

  • API ๋ฐœ๊ธ‰ ๊ฐ€์ด๋“œ๋ถ€ํ„ฐ ์ œํ’ˆ๋ณ„ ํŠœํ† ๋ฆฌ์–ผ๊นŒ์ง€

  • ์‹ค๋ฌด์—์„œ ๋ฐ”๋กœ ์จ๋จน์„ ์ˆ˜ ์žˆ๋Š” ์˜ˆ์ œ ์ค‘์‹ฌ

AI ์„œ๋น„์Šค๊ฐ€ ๊ถ๊ธˆํ•œ ์‚ฌ๋žŒ๋“ค์„ ์œ„ํ•œ, ์‹ค์ „ ํ”„๋กœ์ ํŠธ ๋ชจ์Œ์ง‘

  • ์š”์ฆ˜ ๋œจ๋Š” ํŠธ๋ Œ๋“œ๋ฅผ ๋‚ด ์†์œผ๋กœ ๊ตฌํ˜„ํ•˜๋Š”,

  • ์—…์Šคํ…Œ์ด์ง€ ์ œํ’ˆ๊ตฐ์„ ํ™œ์šฉํ•œ ์ฝ”๋“œ ๊ธฐ๋ฐ˜ ์‹ค์Šต ์ž๋ฃŒ ์ œ๊ณต

๊ทธ๋Ÿฌ๋ฉด ์ด์ œ ๋ณธ๊ฒฉ์ ์œผ๋กœ Edu Full Package ๋ฅผ ๊ณต๋ถ€ํ•˜๋Ÿฌ ๊ฐ€๋ณผ๊นŒ์š”~?

๐ŸŒŸ Edu Full Package - No Code Zone์ด๋ž€?

Upstage Edu Full Package - No Code Zone ์— ์˜ค์‹  ๊ฒƒ์„ ํ™˜์˜ํ•ฉ๋‹ˆ๋‹ค!

Edu Full Package No Code Zone์€ ์ž…๋ฌธ์šฉ ํŒจํ‚ค์ง€์ž…๋‹ˆ๋‹ค.

๋จผ์ €, LLM์˜ ๊ฐœ๋…๊ณผ ํ•จ๊ป˜ Solar LLM, Solar Embedding์— ๋Œ€ํ•ด์„œ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค. ๋˜ํ•œ, DocAI์˜ ๊ฐœ๋…๊ณผ ํ•จ๊ป˜ Document Parse ๋ฅผ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค. ๋ณต์žกํ•œ AI ๊ฐœ๋…์„ ์‰ฝ๊ฒŒ ํ’€์–ด ์„ค๋ช…ํ•˜๊ณ , ์‹ค์Šต๊ณผ ์‚ฌ๋ก€๋ฅผ ํ†ตํ•ด ์‹ค์งˆ์ ์ธ ํ™œ์šฉ๋ฒ•์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

Edu Full Package No Code Zone์˜ ์ฃผ์š” ํŠน์ง•

  • ์ฝ”๋”ฉ ๊ฒฝํ—˜์ด ์—†์–ด๋„ ์‰ฝ๊ฒŒ ํ•™์Šต ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.

  • Upstage Playground ๋‚ด ์‹ค์Šต์„ ํ†ตํ•ด ์ง์ ‘ ์ œํ’ˆ์„ ๊ฒฝํ—˜ํ•ฉ๋‹ˆ๋‹ค.

  • ์‹ค์ œ ์‚ฌ๋ก€ ์ค‘์‹ฌ์œผ๋กœ ๋‹ค์–‘ํ•œ ์‚ฐ์—…์—์„œ์˜ ํ™œ์šฉ ์‚ฌ๋ก€๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ“š Overview of Edu Full Package No Code Zone Modules

1. Introduction to LLM

  • LLM์ด๋ž€?

  • LLM ์ž‘๋™์›๋ฆฌ

  • LLM์˜ ์ค‘์š”์„ฑ

  • LLM์ด ๊ฐ€์ ธ์˜ค๋Š” ๋ณ€ํ™”

2. Capabilities of LLM

  • LLM์ด ์ž˜ํ•˜๋Š” ๊ฒƒ๊ณผ ๋ชปํ•˜๋Š” ๊ฒƒ

  • LLM Task ๋ถ„์„

  • LLM ๋น„์ฆˆ๋‹ˆ์Šค ์œ ์ฆˆ์ผ€์ด์Šค

  • LLM์˜ ํ•œ๊ณ„ ๋ฐ ์ฃผ์˜์‚ฌํ•ญ

3. Introduction to Solar ์†Œ๊ฐœ

  • Solar ๋ฅผ ์‚ฌ์šฉํ•ด์•ผ ํ•˜๋Š” ์ด์œ 

  • Solar Mini vs Solar Pro

  • LLM ๊ตฌ์„ฑ์š”์†Œ

  • Demo: Playground์—์„œ Solar ์จ๋ณด๊ธฐ

  • Prompt Engineering ์ด๋ž€?

4. Introduction to Embedding

  • Vector๋ž€?

  • Embedding ์ด๋ž€?

  • Embedding์˜ ์ค‘์š”์„ฑ

  • Solar Embedding์„ ์‚ฌ์šฉํ•ด์•ผ ํ•˜๋Š” ์ด์œ 

  • Demo: ๋ฌธ์žฅ ์ž„๋ฒ ๋”ฉ ์‹ค์Šต

5. Introduction to Document AI

  • Document AI ๋ž€?

  • DocAI์˜ ์ค‘์š”์„ฑ

  • Upstage Document AI ๋น„๊ต

6. Introduction to Document Parse (DP)

  • Upstage Document Parse ๋ž€?

  • Document Parse์˜ ์ค‘์š”์„ฑ

  • Document Parse : LLM์˜ ๋ˆˆ

  • Document Parse ๋น„์ฆˆ๋‹ˆ์Šค ์œ ์ฆˆ์ผ€์ด์Šค

  • Demo: Playground์—์„œ DP ์จ๋ณด๊ธฐ

์ง€๊ธˆ ๋ฐ”๋กœ ํ•™์Šต๊ณผ ์‹ค์Šต์„ ์‹œ์ž‘ํ•ด๋ณผ๊นŒ์š”? ๊ถ๊ธˆํ•œ ์ ์ด ์žˆ๋‹ค๋ฉด ์–ธ์ œ๋“ ์ง€ ๋ฌธ์˜ํ•ด ์ฃผ์„ธ์š”.

Suwan Kim | AI Edu | Upstage

Edu Full Package ๋ชจ๋“ˆ

No-Code Zone (ํ•œ๊ตญ์–ด/English)

Dev Start Zone (ํ•œ๊ตญ์–ด/English)

Use Case Zone (ํ•œ๊ตญ์–ด/English)

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