ํ”ผ๋“œ๋กœ ๋Œ์•„๊ฐ€๊ธฐ
๐Ÿง  Hermes Agent Assistant โ€” A Modular AI Agent System with Planner, Executor & Memory
Dev.toDev.to
AI/ML

Planner-Executor ๋ถ„๋ฆฌ๋ฅผ ํ†ตํ•œ ๋ชจ๋“ˆํ˜• AI ์—์ด์ „ํŠธ ์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„

๐Ÿง  Hermes Agent Assistant โ€” A Modular AI Agent System with Planner, Executor & Memory

Tanush2026๋…„ 5์›” 23์ผ3๋ถ„intermediate

AI ์š”์•ฝ

Context

๋‹จ์ผ ํ”„๋กฌํ”„ํŠธ ๊ธฐ๋ฐ˜์˜ LLM ๋ž˜ํผ ๊ตฌ์กฐ๋กœ ์ธํ•œ ๋ณต์žกํ•œ ์ถ”๋ก  ํ•œ๊ณ„์™€ ์ƒ์„ฑ ์‹คํŒจ์˜ ์—ฐ์‡„ ๋ฐœ์ƒ ๋ฌธ์ œ ๋ถ„์„. ์ƒํƒœ ์œ ์ง€ ๋ถˆ๊ฐ€ ๋ฐ ์‹คํ–‰ ๋กœ์ง๊ณผ ์ถ”๋ก  ๋กœ์ง์˜ ๊ฒฐํ•ฉ์œผ๋กœ ์ธํ•œ ํ™•์žฅ์„ฑ ์ €ํ•˜ ํ•ด๊ฒฐ ํ•„์š”์„ฑ ๋Œ€๋‘.

Technical Solution

  • Planner์™€ Executor์˜ Decoupling์„ ํ†ตํ•œ ์ถ”๋ก  ๋‹จ๊ณ„์™€ ์‹คํ–‰ ๋‹จ๊ณ„์˜ ๊ตฌ์กฐ์  ๋ถ„๋ฆฌ
  • ์ถ”์ƒ์  ๋ชฉํ‘œ๋ฅผ ์ˆœ์ฐจ์  ๋‹จ๊ณ„๋กœ ์„ธ๋ถ„ํ™”ํ•˜๋Š” Workflow ๊ธฐ๋ฐ˜์˜ Chain-of-Thought ๋ผ์ดํ”„์‚ฌ์ดํด ๊ตฌ์ถ•
  • ๊ธฐ๋Šฅ ์œ ํ‹ธ๋ฆฌํ‹ฐ๋ฅผ ๋…๋ฆฝ์‹œํ‚จ Tools Layer ์„ค๊ณ„๋ฅผ ํ†ตํ•œ ์‹ ๊ทœ ๋„๊ตฌ ์ถ”๊ฐ€ ์‹œ ์ฝ”์–ด ๋ผ์šฐํŒ… ์˜ํ–ฅ ์ตœ์†Œํ™”
  • JSON ๊ธฐ๋ฐ˜์˜ Persistent Memory System ๋„์ž…์„ ํ†ตํ•œ ๋„คํŠธ์›Œํฌ ํ˜ธ์ถœ ๊ฐ„ ์ƒํƒœ ์œ ์ง€ ๋ฐ ์ปจํ…์ŠคํŠธ ์—ฐ์†์„ฑ ํ™•๋ณด
  • FastAPI ๊ธฐ๋ฐ˜์˜ Asynchronous Server Gateway Interface ์ฑ„ํƒ์œผ๋กœ ๋น„๋™๊ธฐ ์š”์ฒญ ์ฒ˜๋ฆฌ ํšจ์œจ ์ตœ์ ํ™”

์‹ค์ฒœ ํฌ์ธํŠธ

- LLM์˜ ์ƒ์„ฑ ์˜ค๋ฅ˜ ๋ฐฉ์ง€๋ฅผ ์œ„ํ•ด Planning๊ณผ Execution ๋‹จ๊ณ„๋ฅผ ๋ฌผ๋ฆฌ์ ์œผ๋กœ ๋ถ„๋ฆฌํ–ˆ๋Š”๊ฐ€ - ๋„๊ตฌ ์ถ”๊ฐ€ ์‹œ ๊ธฐ์กด ๋น„์ฆˆ๋‹ˆ์Šค ๋กœ์ง์˜ ์ˆ˜์ • ์—†์ด ํ™•์žฅ ๊ฐ€๋Šฅํ•œ Plugin ๊ตฌ์กฐ๋ฅผ ๊ฐ–์ท„๋Š”๊ฐ€ - statelessํ•œ API ํ™˜๊ฒฝ์—์„œ ์—์ด์ „ํŠธ์˜ ์ƒํƒœ๋ฅผ ์œ ์ง€ํ•˜๊ธฐ ์œ„ํ•œ Persistence Layer๊ฐ€ ์ •์˜๋˜์—ˆ๋Š”๊ฐ€ - ๋ณต์žกํ•œ ์ž‘์—… ์ˆ˜ํ–‰ ์‹œ ์ถ”์ƒ์  ๋ชฉํ‘œ๋ฅผ ์›์ž์  ๋‹จ๊ณ„๋กœ ์ชผ๊ฐœ๋Š” ์„ธ๋ถ„ํ™” ๋กœ์ง์ด ํฌํ•จ๋˜์—ˆ๋Š”๊ฐ€

ํƒœ๊ทธ

#Chain-of-Thought#Modular Architecture#State Persistence#Decoupling#Agentic Workflow
์›๋ฌธ ์ฝ๊ธฐ