高機能なAIエージェントを爆速で作る方法

Cloudflare Workers Tech Talks in Tokyo #5

Transcript

1. ߴػೳͳAIΤʔδΣϯτΛ ര଎Ͱ࡞Δํ๏ Cloud fl are Workers Tech Talks in Tokyo #5
2. ࣗݾ঺հ ُా
   ਸ਼و .BDCFF
   1MBOFU
   71
   PG
   3%
   ઑٕͬͨज़ͳΜͰ΋԰
   ޷͖ͳٕज़ྖҬ
   .-%48FC% 8FC(-
   8FC(16 ిࢠ޻࡞
   ͦͷଞͷͩ͜ΘΓ
   ָثίʔώʔᖿḦΧϝϥ !LNE@
3. ఻͍͑ͨ͜ͱ
4. Mastra͸࠷ߴ Cloud fl are͸࠷ߴ ͜ͷ૊Έ߹Θͤ͸࠷ߴ(γϯσϨϥϑΟοτ) ͻͱ݄΄Ͳલ͸ඍົͳ૊Έ߹ΘͤͰ͕ͨ͠ ࠓ͸࠷ߴͰ͢ʂ ϦϞʔτʹΤʔδΣϯτΛ࡞Δͱ͖
5. Mastra • HonoϕʔεͷOSS ΤʔδΣϯτ/ϫʔΫϑϩʔϑϨʔϜϫʔΫ • Battery Included(RAG΍Memory, VoiceͳͲͷ࿈ܞ͕ඪ४૷උ) • OpenAPI४ڌ, Swagger UI, OpenTelemetry४ڌͳͲ࣮຿্ͰؾʹͳΔ෦෼ ͕શ෦ೖΓ • MCP, A2A, AG-UIͳͲͷϓϩτίϧΛαϙʔτ
6. ࠷ߴ
7. ɹΤʔδΣϯτ։ൃ͋Δ͋Δ FWͷൃలʹΑΓ ϩʔΧϧͰಈ͘ͱ͜Ζ·Ͱ͸ྑ͍͕ ΠϯϑϥʹࡌͤΔͱ͜Ζ͕ਏ͍໰୊
8. ϦϞʔτ࣮ߦͷ՝୊ • Πϯϑϥ؀ڥͷߏங΍ӡ༻ͷ޻਺͕େ͖͍ • ྫ: AWS, GCP্ͷίϯςφج൫(ECS, CloudRunͳͲ) • ґଘ෺͕ଟ͍ • VectorDB, LLM, DB.. • ӡ༻͕؆୯ͳ΋ͷ͸ߴίετ͔ͭϩοΫΠϯͷϦεΫ͕େ͖͍ • ྫ: FWͷCloud(Dify Cloud, Mastra Cloud), JS༻PaaS(Net fl ify, Vercel)
9. ͦ͜Ͱ Cloud fl are Workers ͱͦͷ஥ؒͨͪ
10. Cloud fl areͳཧ༝ 1. Agentʹదͨ͠Πϯϑϥಛ੡ 2. Mastraͷ΄΅શͯͷ֎෦ґଘʹରԠ(ϑϧϚωʔδυͰఏڙ) 3. ௒؆୯σϓϩΠ
11. 1. Agentʹ͋ͬͨಛ੡ • 0 ms εϐϯΞοϓ • CPU࣮ߦ࣌ؒͱϦΫΤετ਺ͷ • αϒϦΫΤετͷϨεϙϯε଴ͪ͸CPU࣮ߦ࣌ؒʹೖΒͳ͍ • ࠷ߴͳεέʔϥϏϦςΟ
12. 2. ΄΅શͯͷ֎෦ґଘʹରԠ
13. શํҐ͋Δͷ͸وॏ خ͍͠ʂ
14. ௒؆୯σϓϩΠ 1. @mastra/deployer-cloud fl are ͷґଘΛ௥Ճ͢Δ (ྫ:bun install @mastra/deployer-cloud fl are) 2. MastraΠϯελϯεఆٛ࣌ʹdeployerΛఆٛ͢Δ 3. build੒Ռ෺ʹରͯ͠wrangler deploy(CF WorkersͷσϓϩΠίϚϯυ) 4. σϓϩΠ͞ΕɺURL͕ൃߦ͞ΕΔ 2025೥4݄17೔Ҏલͷόʔδϣϯͩͱ wrangler deployͰ͖ͳ͍ͷͰ஫ҙ
15. ࠷ߴͷFW ͱ ࠷ߴͷΠϯϑϥ͕ γϯσϨϥϑΟοτ
16. ࠷ߴͷΤʔδΣϯτ։ൃϥΠϑΛʂ