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์ตœ์‹  Spring AI ๊ธฐ์ดˆ๋ถ€ํ„ฐ MCP๊นŒ์ง€

Spring Boot์™€ React๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ๊ฐœ๋ฐœ์ž, ๊ทธ๋ฆฌ๊ณ  ๊ธฐ์—… ํ™˜๊ฒฝ์—์„œ AI ์‹œ์Šคํ…œ ๋„์ž…์„ ๊ณ ๋ฏผํ•˜๋Š” ๊ฐœ๋ฐœ์ž๋ถ„๋“ค๊ป˜ Spring AI๋ฅผ ์ ๊ทน ์ถ”์ฒœ๋“œ๋ฆฝ๋‹ˆ๋‹ค. ๋ณธ ๊ณผ์ •์—์„œ๋Š” ๋‹จ์ˆœํ•œ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์†Œ๊ฐœ์— ๊ทธ์น˜์ง€ ์•Š๊ณ , Spring AI์˜ ํ•ต์‹ฌ ๊ฐœ๋…๊ณผ ๋‚ด๋ถ€ ๊ตฌ์กฐ๋ฅผ ์ดํ•ดํ•œ ๋’ค ๋‹ค์–‘ํ•œ ์‹ค์Šต ์˜ˆ์ œ๋ฅผ ํ†ตํ•ด ์ง์ ‘ ๊ตฌํ˜„ํ•ด ๋ณด๋ฉฐ ์‹ค๋ฌด ์ ์šฉ ์—ญ๋Ÿ‰์„ ๊ฐ•ํ™”ํ•ฉ๋‹ˆ๋‹ค. Spring AI 1.1.x ๋ฒ„์ „์„ ๊ธฐ์ค€์œผ๋กœ ์„ค๋ช…ํ•˜๋ฉฐ, ํ–ฅํ›„ ๋ฒ„์ „ ์—…๊ทธ๋ ˆ์ด๋“œ์—๋„ ๋Œ€์‘ํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์†์ ์ธ ๊ธฐ์ˆ  ์ง€์›๊ณผ ํ™•์žฅ ๋ฐฉํ–ฅ์„ ํ•จ๊ป˜ ์ œ์‹œํ•ฉ๋‹ˆ๋‹ค. ๋˜ํ•œ MCP(Model Context Protocol)๋ฅผ ํ™œ์šฉํ•˜์—ฌ ๋„๋ฉ”์ธ ๊ฐ„ ์ปจํ…์ŠคํŠธ ํ†ตํ•ฉ ๋ฐ ๋ถ„์‚ฐ ํ™˜๊ฒฝ์—์„œ์˜ AI ์—ฐ๊ณ„์™€ ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ ํ™˜๊ฒฝ์— ์ ํ•ฉํ•œ AI ์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„๋ฅผ ์‹คํ˜„ํ•จ์œผ๋กœ์จ, Spring AI ๊ธฐ์ˆ ์˜ ํ™œ์šฉ ๊ฐ€์น˜๋ฅผ ํ•œ ๋‹จ๊ณ„ ๋” ํ™•์žฅํ•ฉ๋‹ˆ๋‹ค. ๊ธฐ์—… ํ™˜๊ฒฝ์—์„œ ์‹ค์ œ๋กœ ๋„์ž… ๊ฐ€๋Šฅํ•œ AI ์‹œ์Šคํ…œ ๊ตฌ์ถ•์„ ๋ชฉํ‘œ๋กœ, ์ด๋ก ๊ณผ ์‹ค์Šต์„ ๊ท ํ˜• ์žˆ๊ฒŒ ๋‹ค๋ฃจ๋Š” ์‹ค์ „ ์ค‘์‹ฌ์˜ ๊ฐ€์ด๋“œ๊ฐ€ ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

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AI ํ™œ์šฉ๋ฒ•
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react
react
springai
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์‹ค์Šต ์ค‘์‹ฌ
์‹ค์Šต ์ค‘์‹ฌ
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react
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springai
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2 ๊ฐœ

  • ์•ˆ๋…•ํ•˜์‹ญ๋‹ˆ๊นŒ ์ง€์‹ ๊ณต์œ ์ž ์ด์ง„๋งŒ(tootoo) ์ž…๋‹ˆ๋‹ค.

     

    Spring AI Multi-LLM ์•„ํ‚คํ…์ฒ˜์™€ Orchestration ์ค‘์‹ฌ Agent ์‹œ์Šคํ…œ

    https://inf.run/mYtWS

    ๊ณผ์ •์— ๋Œ€ํ•œ ์—…๊ทธ๋ ˆ์ด๋“œ ์†Œ์‹ ์ „ํ•ด ๋“œ๋ฆฝ๋‹ˆ๋‹ค.

    4์›” ์ค‘์ˆœ ๊ฒฝ ์—…๊ทธ๋ ˆ์ด๋“œ ์˜ˆ์ •์ด๋ฉฐ ๋‹ค์Œ๊ณผ ๊ฐ™์€ ๊ตฌ์„ฑ์œผ๋กœ ์˜คํ”ˆ ์˜ˆ์ •์ž…๋‹ˆ๋‹ค.

    ํ˜„์žฌ ๊ตฌ๋งค ํ•˜์‹  ๋ถ„๋“ค์€ Chapter3๊นŒ์ง€ ๋ณด์‹œ๊ณ  ์ดํ›„ Chapter 4๋ถ€ํ„ฐ ๋ณด์‹œ๋ฉด ๋  ๊ฑฐ ๊ฐ™์Šต๋‹ˆ๋‹ค.

    4์›” ์ค‘์ˆœ๋ถ€ํ„ฐ๋Š” ๋ณธ ๊ณผ์ •์˜ ๊ฐ€๊ฒฉ์ด ์†Œํญ ์ƒ์Šน ํ•  ์˜ˆ์ •์ด๋‹ˆ ๋ฏธ๋ฆฌ ๊ตฌ๋งค ํ•˜์‹œ๋Š” ๊ฒƒ๋„ ์ข‹์„ ๊ฑฐ ๊ฐ™์Šต๋‹ˆ๋‹ค.

    ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค.

     

    ์ „์ฒด์ ์ธ ๊ต์•ˆ ๋ถ€๋ถ„์ด ์ˆ˜์ • ๋˜์—ˆ์œผ๋ฉฐ Chapter1 ~ Chapter 3 ๊นŒ์ง€๋Š” Pattern ์„ ์ฃผ๋กœ ๊ณต๋ถ€ ํ–ˆ๋‹ค๋ฉด

    Chapter4 ~ Chapter 8 ๊นŒ์ง€๋Š” ์‹ค๋ฌด ์ค‘์‹ฌ์˜ Multi-Agent ๋ฅผ ๋งŒ๋“œ๋Š” ๊ณผ์ •์œผ๋กœ ๊ตฌ์„ฑ ํ•˜์˜€์Šต๋‹ˆ๋‹ค.

     

    Chapter 1. Multi-LLM Architecture(๋‹ค์ค‘ ๋ชจ๋ธ ์ „๋žต๊ณผ ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ AI ์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„)

    Chapter 2. Agentic Workflow Patterns(์‹ค๋ฌด์—์„œ ์‚ฌ์šฉํ•˜๋Š” 5๊ฐ€์ง€ Agent Workflow ํŒจํ„ด)

    Chapter 3. Orchestrated Multi-Agent Patterns(Multi-Agent ๊ตฌ์กฐ๋ฅผ ์‹ค์ œ ์„œ๋น„์Šค ํŒŒ์ดํ”„๋ผ์ธ์œผ๋กœ ๊ตฌํ˜„ํ•˜๊ธฐ)

    Chapter 4. Multi-Agent Architecture (SubAgent ๋ถ„๋ฆฌ ์ „๋žต๊ณผ Agent Registry ๋‚ด๋ถ€ ๊ตฌ์กฐ)

    Chapter 5. Tool-Orchestrated Multi-Agent(Tool์„ ์ด์šฉํ•œ ์‹คํ–‰ ๋ ˆ์ด์–ด ๋ถ„๋ฆฌ ์•„ํ‚คํ…์ฒ˜)

    Chapter 6. Task-Orchestrated Multi-Agent(TaskTool ๊ธฐ๋ฐ˜ Agent Runtime ์„ค๊ณ„)

    Chapter 7. DAG-Orchestrated Multi-Agent(์—”ํ„ฐํ”„๋ผ์ด์ฆˆ๊ธ‰ DAG ๊ธฐ๋ฐ˜ AI Workflow ์„ค๊ณ„)

    Chapter 8. Declarative Agent Workflow with YAML(YAML ๊ธฐ๋ฐ˜ DAG ์ •์˜์™€ ์‹คํ–‰ ์—”์ง„ ๋ถ„๋ฆฌ)

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  • ์•ˆ๋…•ํ•˜์‹ญ๋‹ˆ๊นŒ ์ง€์‹ ๊ณต์œ ์ž ์ด์ง„๋งŒ ์ž…๋‹ˆ๋‹ค.

    Spring AI - Part2๋ฅผ ์˜คํ”ˆ ํ–ˆ์Šต๋‹ˆ๋‹ค.

     

    Spring AI -Part1์—์„œ๋Š” ์ฃผ๋กœ LLM ์—ฐ๋™๊ณผ ๋”๋ถˆ์–ด RAG, Multimodality API, Tool / Function Calling ๋ฐ MCP(Model Context Protocol) ํ™œ์šฉ์— ๋Œ€ํ•ด์„œ ์ง„ํ–‰ ํ–ˆ์Šต๋‹ˆ๋‹ค.

     

    Spring AI - Part2์—์„œ๋Š” ์ฃผ๋กœ Multi-LLM ๊ธฐ๋ฐ˜ AI ์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„, Agentic Workflow ํŒจํ„ด, Orchestrated Multi-Agent ์‹œ์Šคํ…œ ๊ตฌํ˜„์ด ์ฃผ์š” ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค.

     

    Spring AI Multi-LLM ์•„ํ‚คํ…์ฒ˜์™€ Orchestration ์ค‘์‹ฌ Agent ์‹œ์Šคํ…œ

    https://inf.run/mYtWS

     

    ๋งŽ์€ ๊ด€์‹ฌ ๋ถ€ํƒ ๋“œ๋ฆฝ๋‹ˆ๋‹ค.

     

    ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค.

     

     

     

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