Updated 2026๋…„ 4์›”

Best Multi-Agent Framework for Java

Java multi-agent frameworks are concentrated around Microsoft Semantic Kernel's Java SDK and Google ADK's Java implementation. Both are usable in production; Semantic Kernel has broader ecosystem maturity, Google ADK has the most native A2A protocol support. Pick based on which cloud you are deploying to.

Constraint: Java stacks narrow to Semantic Kernel or Google ADK.

Top picks for Java

  1. #1
    Microsoft Semantic Kernel

    ร—1.2 overhead

  2. #2
    Google Agent Development Kit

    ร—1.2 overhead

Starter scaffolds

Buzzi๋Š” ์œ„์˜ ์ƒ์œ„ ์„ ํƒ์„ ์œ„ํ•œ Java-compatible ์Šคํƒ€ํ„ฐ ์Šค์บํด๋“œ๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ๋งˆ๋ฒ•์‚ฌ๋ฅผ ์‹คํ–‰ํ•˜์—ฌ ์ž‘์—… ํŒจํ„ด์— ๋งž์ถฐ์ง„ 2 ์—์ด์ „ํŠธ hello-world ZIP์„ ๋‹ค์šด๋กœ๋“œํ•˜์„ธ์š”.

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FAQ

  1. Which multi-agent framework is best for Java?

    Java stacks narrow to Semantic Kernel or Google ADK. The wizard ranks every viable option for your specific workload.

  2. Can I switch frameworks after starting in Java?

    ์˜ˆ, ํ•˜์ง€๋งŒ ๋น„์šฉ์€ ์‹ค์ œ์ž…๋‹ˆ๋‹ค โ€” ๋Œ€๋ถ€๋ถ„์˜ ์—์ด์ „ํŠธ ์ฝ”๋“œ๋Š” ํ”„๋ ˆ์ž„์›Œํฌ์˜ ๊ธฐ๋ณธ ์š”์†Œ์— ๊ฒฐํ•ฉ๋ฉ๋‹ˆ๋‹ค. ์˜๋„์ ์œผ๋กœ ํ•œ ๋ฒˆ ์„ ํƒํ•˜์„ธ์š”.

  3. Does Java performance differ across frameworks?

    ์•ฝ๊ฐ„. ํ† ํฐ ๋น„์šฉ์ด ๋Ÿฐํƒ€์ž„์„ ์ง€๋ฐฐํ•ฉ๋‹ˆ๋‹ค. ํ”„๋ ˆ์ž„์›Œํฌ ์ˆ˜์ค€ ์˜ค๋ฒ„ํ—ค๋“œ๋Š” ๋Œ€๋ถ€๋ถ„์˜ ์›Œํฌ๋กœ๋“œ์—์„œ ์ด ๋น„์šฉ์˜ ์ž‘์€ ๋ถ€๋ถ„์ž…๋‹ˆ๋‹ค.

  4. Are the recommendations for Java the same as Python?

    ์•„๋‹ˆ์š” โ€” ์–ธ์–ด๋ณ„ ์ œ์•ฝ์€ ํ”„๋ ˆ์ž„์›Œํฌ๋ฅผ ์™„์ „ํžˆ ๋ฐฐ์ œํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์œ„์˜ ์ œ์•ฝ ๋…ธํŠธ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”.