I tried making an AI manzai comedy act with "boke" and "tsukkomi" using Strands Agents

2026/2/18 JAWS-UG AI/ML #35：Generative AI/ML LT大会 「Strands Agents で「ボケ」と「ツッコミ」のAI漫才を作ってみた」

1. 2026/2/18ɹେ௩ɹ༤ਔ Strands Agents Ͱ ʮϘέʯͱʮποίϛʯͷAIອ࠽Λ ࡞ͬͯΈͨ JAWS-UG AI/ML #35ɹ Generative AI/ML LTେձ
2. ࣗݾ঺հ ໊લɹେ௩ɹ༤ਔʢYuji Otsukaʣ ॅॴɹἚ৓ݝͭ͘͹ࢢ झຯɹւ֎ཱྀߦʢ20ΧࠃҎ্ʣ ɹɹɹ৯΂า͖ʢϥʔϝϯ,ͱΜ͔ͭ,etc.ʣ JAWS-UGἚ৓ࢧ෦ ӡӦ LTͷػձ͋Γ͕ͱ͏͍͟͝·͢!! X : @zzzzicoʢπΧδʔʣ
4. AIΤʔδΣϯτͰອ࠽Λ ࡞Γ͍ͨʂ
5. ͖͔͚ͬ ϚϧνΤʔδΣϯτ͕ग़࢝Ί͔ͯΒࢥ͍ͬͯͨ͜ͱ ͦΕ͸ʮϘέʯͷΤʔδΣϯτ ͱ ʮποίϛʯͷΤʔδΣϯτ͕͍Ε͹ ອ࠽͕Ͱ͖ΔͷͰ͸ͳ͍͔ʂʁ ͦ΋ͦ΋ੜ੒AIͰ͓΋͠Ζ͍ອ࠽͕Ͱ͖Δͷ͔ʁ ʂʁ ʁ
6. ϚϧνΤʔδΣϯτͷΠϝʔδ ̍ ؂ಜΤʔδΣϯτ͕ ອ࠽ͷςʔϚΛܾఆ͠·͢ɻ
7. ϚϧνΤʔδΣϯτͷΠϝʔδ ̍ ̎ ؂ಜΤʔδΣϯτ͕Ϙέ୲౰ΤʔδΣϯτʹɺ ςʔϚʹରͯ͠ϘέΔΑ͏ʹࢦࣔ͠·͢ɻ ؂ಜΤʔδΣϯτ͕ ອ࠽ͷςʔϚΛܾఆ͠·͢ɻ
8. ϚϧνΤʔδΣϯτͷΠϝʔδ ̍ ̎ ̏ ؂ಜΤʔδΣϯτ͕ποίϛ୲౰ΤʔδΣϯτʹ Ϙέʹରͯ͠ποίϛΛ͢ΔΑ͏ʹࢦࣔ͠·͢ɻ ؂ಜΤʔδΣϯτ͕Ϙέ୲౰ΤʔδΣϯτʹ ςʔϚʹରͯ͠ϘέΔΑ͏ʹࢦࣔ͠·͢ɻ ؂ಜΤʔδΣϯτ͕ ອ࠽ͷςʔϚΛܾఆ͠·͢ɻ
9. Ͳ͏΍࣮ͬͯݱ͢Δʁ
10. Strands AgentsͰϚϧνΤʔδΣϯτ࡞੒ Strands Agents Agent-as-Tools Agent-as-Tools ͸ΤʔδΣϯτΛؔ਺ͷΑ͏ʹݺͼग़ͤΔ࢓૊ΈͰɺ ෳ਺ΤʔδΣϯτͷ࿈ܞ͕؆୯ʹͳΓ·͢ɻ Strands Agents ͸ɺΘ͔ͣ਺ߦͷίʔυͰAI ΤʔδΣϯτΛߏஙɾ ࣮ߦ͢ΔϞσϧۦಈܕΞϓϩʔνΛ࠾༻ͨ͠Φʔϓϯιʔε SDKͰ͢ɻ https://aws.amazon.com/jp/blogs/news/introducing-strands-agents-an-open-source-ai-agents-sdk/
11. Strands AgentsͰϚϧνΤʔδΣϯτ࡞੒ Strands Agents Agent-as-Tools Agent-as-Tools ͸ΤʔδΣϯτΛؔ਺ͷΑ͏ʹݺͼग़ͤΔ࢓૊ΈͰɺ ෳ਺ΤʔδΣϯτͷ࿈ܞ͕؆୯ʹͳΓ·͢ɻ Strands Agents ͸ɺΘ͔ͣ਺ߦͷίʔυͰAI ΤʔδΣϯτΛߏஙɾ ࣮ߦ͢ΔϞσϧۦಈܕΞϓϩʔνΛ࠾༻ͨ͠Φʔϓϯιʔε SDKͰ͢ɻ https://aws.amazon.com/jp/blogs/news/introducing-strands-agents-an-open-source-ai-agents-sdk/ Strands Agents ͰϚϧνΤʔδΣϯτΛ࡞੒͠ɺ ؂ಜΤʔδΣϯτ͕Ϙέ୲౰ / ποίϛ୲౰ΤʔδΣϯτΛ πʔϧͷΑ͏ʹݺͼग़͢ʮAgent-as-ToolsʯύλʔϯΛ࢖͏
12. Strands AgentsͰϚϧνΤʔδΣϯτ࡞੒ Ϙέ୲౰ ΤʔδΣϯτ
13. Strands AgentsͰϚϧνΤʔδΣϯτ࡞੒ ποίϛ୲౰ ΤʔδΣϯτ
14. Strands AgentsͰϚϧνΤʔδΣϯτ࡞੒ ؂ಜ ΤʔδΣϯτ
15. ͍͟ອ࠽ʂ
16. ςʔϚΛ༩͑ͯອ࠽Λߟ͑ͯ΋Β͏
17. ςʔϚΛ༩͑ͯອ࠽Λߟ͑ͯ΋Β͏ Tool #1: boke_agent Ϙέɿ͏ͪͷ͓͹͋ͪΌΜɺ࠷ۙAIεϐʔΧʔങ͏ͯΜ͚ͲɺʮΞϨΫαʯͬͯݺ͹ͣʹʮ͋Μͨʂʯౖͬͯ໐ͬͱΜͶΜɻ Tool #2: tsukkomi_agent ποίϛɿͦΕ͸AIεϐʔΧʔ͡Όͳͯ͘ɺͨͩͷՈ଒΁ͷ౰ͨΓࢄΒ͠΍ͳ͍͔ʂ͓͹͋ͪΌΜɺAIͷѻ͍ํͱՈ଒ͷѻ͍ํɺҰॹʹͨ͠Β͔͋ΜͰʂ Tool #3: boke_agent Ϙέɿͤ΍͔ͯɺ྆ํͱ΋൓Ԡ͕ΠϚΠν΍͔Βɺ͍ͭେ੠Ͱ໋ྩͯ͠·͏ͶΜʂՈ଒΋AI΋ɺϫγͷݴ͏͜ͱฉ͔΁Μͷ΍ʂ Tool #4: tsukkomi_agent ποίϛɿ͓લౖ͕໐ͬͯ͹͔ͬ΍͔Β୭΋ฉ͘ؾͳ͍Μ΍ʂՈ଒΋AI΋ಀ͛ͯΔΜͪΌ͏͔ʂ Tool #5: boke_agent Ϙέɿͤ΍͔ΒࠓɺՈ଒ͷ୅ΘΓʹݘʹܦӦֶڭ͑ͯΔͶΜʂࣲݘͷଠ࿠ɺ΋͏ଛӹ෼ذ఺Ϛελʔͨ͠Ͱʂ Tool #6: tsukkomi_agent ποίϛɿݘʹܦӦֶڭ͑ͯͲ͏͢ΜͶΜʂଠ࿠͕ா฽͚ͭΔΜ͔ɺଛӹ෼ذ఺ͰԿ͢ΔΜ΍ʂ Tool #7: boke_agent Ϙέɿ͍΍଴ͬͯ΍ɺଠ࿠͸طʹϫγΑΓઌʹʰυϥοΧʔͷϚωδϝϯτʱಡഁ͠ͱͬͨΜ΍ʂࢄาͷ࣌ؒΛ20%࡟ݮͯ͠ίετ࠷దԽ͠ΑΔʂ Tool #8: tsukkomi_agent ποίϛɿࢄา࡟ݮͬͯίετ࠷దԽͱͪΌ͏ͰɺͨͩͷαϘΓ΍ʂυϥοΧʔ΋૲༿ͷӄͰٽ͍ͱΔΘʂ Tool #9: boke_agent Ϙέɿ͍΍଴ͯ΍ɺυϥοΧʔઌੜ͸ʮ࣌ؒͦ͜࠷΋رগͳࢿݯ΍ʯݴ͏ͯͨ΍ΖʂϫΠ͸ࢄา࣌ؒΛன৸ʹ࠶഑෼͚ͨͩ͠ͷܦӦֵ৽΍ʂ Tool #10: tsukkomi_agent ποίϛɿ͍΍଴ͯ΍ɺͦΕܦӦֵ৽΍ͳͯ͘ਓੜഁ࢈΍ʂυϥοΧʔઌੜ΋ன৸ਪ঑ͱ͸Ұݴ΋ݴ͏ͯͳ͍Ͱʂ
18. ອ࠽ͷΑ͏ʹ ֻ͚߹͍Λͯ͠ΈΑ͏ʂ
19. Ի੠ੜ੒ͷΠϝʔδ Amazon Polly ςΩετΛਓͷ੠ʹ͍ۙԻ੠ʹม׵͢ΔAIԻ੠ੜ੒αʔϏε
20. Ի੠ੜ੒ͷΠϝʔδ Amazon Polly ग़ྗ݁Ռ͸ʮϘέɿʯͱʮποίϛɿʯͰ࢝·ΔΑ͏ʹ͢Δ ͜ΕͰϘέͱποίϛΛ۠ผ ʮϘέɿʯΛ Takumi ͷ੠ͰɺʮποίϛɿʯΛ Mizuki ͷ੠Ͱੜ੒ ςΩετΛਓͷ੠ʹ͍ۙԻ੠ʹม׵͢ΔAIԻ੠ੜ੒αʔϏε
21. ອ࠽ͷֻ͚߹͍ʂ https://github.com/zzzzico12/qiita-manzai/blob/main/manzai_full.mp3
22. ·ͱΊ
23. Strands Agents ͱ Amazon Polly Λ૊Έ߹ΘͤΔ͜ͱͰɺ ʮອ࠽ͬΆ͍ʯମݧ͕࡞ΕΔͷ͸໘ന͍ൃݟɻ Ի੠ੜ੒͸ 1.0ഒ ͩͱ͢͜͠ςϯϙ͕஗͘ײͨ͡ͷͰ 1.2ഒ ʹͨ͠ɻ AIͰ΋૝૾ͷࣼΊ্Λ͍͘ອ࠽ͷల։Λͯ͘͠Εͨʂ ΤʔδΣϯτʹੑ֨Λ༩͑Δͱ΋ͬͱ໘ന͘ͳΔ͔΋… ʂ ·ͱΊ https://qiita.com/zzzzico/items/a6a2c2fbfa76059dff09