Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Stripe Agent Toolkitを試してみた
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
ようかん(YosukeInoue
March 13, 2025
Programming
150
0
Share
Stripe Agent Toolkitを試してみた
ようかん(YosukeInoue
March 13, 2025
More Decks by ようかん(YosukeInoue
See All by ようかん(YosukeInoue
高校生の時にLINEDCに出会って、 気づけば大学を卒業します!!
inoue2002
0
80
bolt.newで作る Vibe Coding for LINEミニアプリ
inoue2002
0
85
TEQSセミナー
inoue2002
1
280
今から始めるLINEBot入門
inoue2002
0
220
未来の投げ銭箱
inoue2002
2
180
LINEでAI占い師に相談できる “AI占いくん”の開発/改善の過程
inoue2002
0
460
LINEトークルーム広告v1
inoue2002
0
130
レシピ保存くん
inoue2002
0
1.6k
初めてのServiceMessage
inoue2002
0
200
Other Decks in Programming
See All in Programming
ソフトウェア設計の結合バランス #phperkaigi
kajitack
0
500
リセットCSSを1行消したらアクセシビリティが向上した話
pvcresin
4
500
2026-04-15 Spring IO - I Can See Clearly Now
jonatan_ivanov
1
190
From Formal Specification to Property Based Test
ohbarye
0
2.4k
ふにゃっとしない名前の付け方 〜哲学で茹で上げる、コシのあるソフトウェア設計〜
shimomura
0
110
空間オーディオの活用
objectiveaudio
0
140
AI時代になぜ書くのか
mutsumix
0
330
Spec-Driven Development with AI Agents (Workshop, May 2026)
antonarhipov
3
330
Back to the roots of date
jinroq
0
770
実用!Hono RPC2026
yodaka
2
310
(Re)make Regexp in Ruby: Democratizing internals for the JIT
makenowjust
3
1k
[RubyKaigi 2026] Require Hooks
palkan
1
300
Featured
See All Featured
Introduction to Domain-Driven Design and Collaborative software design
baasie
1
780
We Are The Robots
honzajavorek
0
220
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
37
6.4k
So, you think you're a good person
axbom
PRO
2
2k
30 Presentation Tips
portentint
PRO
1
290
Organizational Design Perspectives: An Ontology of Organizational Design Elements
kimpetersen
PRO
1
690
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
28
3.5k
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
PRO
199
73k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
52
5.9k
Imperfection Machines: The Place of Print at Facebook
scottboms
270
14k
I Don’t Have Time: Getting Over the Fear to Launch Your Podcast
jcasabona
34
2.7k
How to Think Like a Performance Engineer
csswizardry
28
2.6k
Transcript
!JOPVFΑ͏͔ΜGSPN4UJQF -*/&%$ 4USJQF"HFOU5PPMLJUΛࢼͯ͠Έͨ
Ҫ্ཅհΑ͏͔Μ ؔͷେֶੜ-*/&"1*&YQFSU -*/&"1*ΛͬͨϓϩμΫτͷ։ൃΛओʹෳࣾͰιϑτΣΞ ΤϯδχΞͱͯ͠׆ಈத -*/&Yੜ"*αʔϏεͷ։ൃ ͖ಘҙͳ͜ͱɿ🏃🧑🍳✈ !JOPVF !JOPVF IUUQTUBUFLBBQQ
༨ஊࠓͷ(FNJOJ
ࠓͷ(FNJOJ
ࠓͷ(FNJOJ
ࠓͷ(FNJOJ
ࠓͷ(FNJOJ ͗͢͢͝Δɺɺ
4USJQF"HFOU5PPMLJUʹ͍ͭͯΓ͍ͨ Կ͔ͱΈ߹Θͤͯɺ৽͍͠ମݧΛ࡞Δ͜ͱ͕Ͱ͖ͳ͍͔ࡧ͍ͨ͠ ͦͷաఔΛ௨ͯͬͨ͠ݟΛݴޠԽ͍ͨ͠ʂ ຊͷొஃͷత
ຊͷొஃͷత ۙ0QFO"*3FBM5JNF"1*Λͬͨ։ൃΛ͍ͯͨ͠ˠֻ͚߹ΘͤͯΈΑ͏ʂ 4USJQF"HFOU5PPMLJUʹ͍ͭͯΓ͍ͨ Կ͔ͱΈ߹Θͤͯɺ৽͍͠ମݧΛ࡞Δ͜ͱ͕Ͱ͖ͳ͍͔ࡧ͍ͨ͠ ͦͷաఔΛ௨ͯͬͨ͠ݟΛݴޠԽ͍ͨ͠ʂ Ϗδωεͱ͍͏ΑΓ৮ͬͯΈͨܥ-5Ͱ͢
4UJSQF"HFOU5PPMLJMͬͯ͝ଘͰ͔͢ʁ
4UJQF"HFOU5PPMLJUͱ IUUQTHJUIVCDPNTUSJQFBHFOUUPPMLJU
4UJQF"HFOU5PPMLJUͱ IUUQTEPDTTUSJQFDPNBHFOUT MPDBMFKB+1
4UJQF"HFOU5PPMLJUͱ - 202412݄11ʹStripe͔ΒެࣜϦϦʔε͞Εͨͭ - LLM͚ɺStripeͱͷ࿈ܞ͢ΔΠϯλʔϑΣʔεతͳͭ - ܾࡁURLͷ࡞ͱ͔ɺΛݟͨΓɺ - ॏྔ՝ۚͷܭଌͱ͔ɺߴΛͬͯࣗಈܾࡁʢຊݱࡏະରԠʣͰ͖ΔΑ͏ʹͳΔΒ͍͠ -
StripeͷॲཧΛશ෦AIʹͤΒΕΔͱͯ͠ϫΫϫΫ͢Δͭ IUUQTQSUJNFTKQNBJOIUNMSEQIUNM
0QFO"*3FBMUJNF"1*ͱ - OpenAI Realtime APIAdvanced Voice ModeͰΘΕ͍ͯΔͭ - 202410݄1ʹϕʔλ൛ͷAPI͕ެ։ -
։ൃऀ͕ϦΞϧλΠϜAIػೳΛࣗࣾͷΞϓϦέʔγϣϯʹΈࠐΉ͜ͱ͕ՄೳʹͳΔ - WebRTCܦ༝ͱɺWebSocketܦ༝Ͱ࣮͢Δ͜ͱ͕Ͱ͖Δ IUUQTQMBUGPSNPQFOBJDPNEPDTHVJEFTSFBMUJNFXFCSUDDSFBUJOHBOFQIFNFSBMUPLFO
4UJSQF"HFOU5PPMLJMΛͬͯΈͨܥͷࣄྫ͕શવͳ͍
ͱΓ͋͑ͣܨ͍ͰΈΑ͏ʂ %FNP
࣌ؒલ·ͣ-*''ΞϓϦΛ࡞Ζ͏ $MJOFͰ͙Β͍೪ͬͨ ͔ͤͬ͘ͳͷͰ$MJOFͷEFNPͯ͠Έ·͢
࣌ؒલ·ͣ-*''ΞϓϦΛ࡞Ζ͏ - Create LIFF APP - App Router Ͱ࡞ -
ϩʔΧϧ։ൃΛਐΊΔͨΊʹɺLIFF MockΛಋೖ IUUQTQMBUGPSNPQFOBJDPNEPDTHVJEFTSFBMUJNFXFCSUDDSFBUJOHBOFQIFNFSBMUPLFO
পDSFBUFMJGGBQQͷ"QQ3PVUFSςϯϓϨ͕σϑΥϧτͰಈ͔ͳ͍ ςϯϓϨ͕ίϯϑϦΫτͯ͠Δ "*͕͍͍ײ͡ʹಈ͘Α͏ʹͯ͘͠Εͨ
প0QFO"*ͷνϟοτͰ͏5PPMͱ3FBMUJNF"1*ͷ5PPMͰܕ͕ҧ͏ $IBU 3FBMUJNF
প0QFO"*ͷνϟοτͰ͏5PPMͱ3FBM5JNF"1*ͷ5PPMͰܕ͕ҧ͏ πʔϧΛϑϥοτͳߏʹม͢Δؔ GVODUJPO fl BUUFO5PPMT UPPMT$IBU$PNQMFUJPO5PPM<> "SSBZ\UZQFTUSJOH OBNFTUSJOH EFTDSJQUJPOTUSJOH QBSBNFUFST
PCKFDU^\ SFUVSOUPPMTNBQ UPPM \ DPOTUEFTDSJQUJPOUPPMGVODUJPOEFTDSJQUJPOcc DPOTUQBSBNFUFSTUPPMGVODUJPOQBSBNFUFSTcc\^ SFUVSO\ UZQFGVODUJPO OBNFUPPMGVODUJPOOBNF EFTDSJQUJPOEFTDSJQUJPO QBSBNFUFSTQBSBNFUFST ^ ^ ^ Ұ୴ϥοϓ͢ΔؔΛ࡞ͬͯղܾ
প8FC35$Λϑϩϯτ͔Βଓ͢ΔͷͰUPPMͱͷ૬ੑ͕ѱ͍ IUUQTQMBUGPSNPQFOBJDPNEPDTHVJEFTSFBMUJNFXFCSUDDSFBUJOHBOFQIFNFSBMUPLFO
প8FC35$Λϑϩϯτ͔Βଓ͢ΔͷͰUPPMͱͷ૬ੑ͕ѱ͍ - StripeͷToolγʔΫϨοτΩʔ͕ͳ͍ͱಈ͔ͤͳ͍ - WebRTCͷfunctioncallΛϑϩϯτͰड͚औΔ͜ͱʹͳΔ - WebScoketΛ͑ϚγʹͳΔ͔͠Εͳ͍͕ɺWebScoket൛ͷ࣮ԻݕΛࣗͰ࣮͠ͳ͍ͱߦ͚ͳ͍Ͱେม - Ұ୴ɺfunctionCallΛ࣮ߦ͢ΔAPIΛߏஙͯ͠ϑϩϯτ͔Βୟ͍͍ͯΔ
প8FC35$Λϑϩϯτ͔Βଓ͢ΔͷͰUPPMͱͷ૬ੑ͕ѱ͍ - StripeͷToolγʔΫϨοτΩʔ͕ͳ͍ͱಈ͔ͤͳ͍ - WebRTCͷfunctioncallΛϑϩϯτͰड͚औΔ͜ͱʹͳΔ - WebScoketΛ͑ϚγʹͳΔ͔͠Εͳ͍͕ɺWebScoket൛ͷ࣮ԻݕΛࣗͰ࣮͠ͳ͍ͱߦ͚ͳ͍Ͱେม - Ұ୴ɺfunctionCallΛ࣮ߦ͢ΔAPIΛߏஙͯ͠ϑϩϯτ͔Βୟ͍͍ͯΔ
পQBZNFOU-JOLΛࣗಈൃߦ͍͕ͨ͠ͳ͔ͳ͔GVODJPO$BMM͞Εͳ͍ ίʔώʔͭͪΐ͏͍ͩ
পQBZNFOU-JOLΛࣗಈൃߦ͍͕ͨ͠ͳ͔ͳ͔GVODJPO$BMM͞Εͳ͍ ίʔώʔͭͪΐ͏͍ͩ ܾࡁϦϯΫΛ࡞͢ΔͨΊʹྉۚ*%Λڭ͍͑ͯͩ͘͞
পQBZNFOU-JOLΛࣗಈൃߦ͍͕ͨ͠ͳ͔ͳ͔GVODJPO$BMM͞Εͳ͍ ίʔώʔͭͪΐ͏͍ͩ ܾࡁϦϯΫΛ࡞͢ΔͨΊʹྉۚ*%Λڭ͍͑ͯͩ͘͞ QSPE@3X+83)RMJYDZ ݟ͕ཉ͍͠ɺɺɺ
ຊʹ࡞Γ͔ͨͬͨͷ - LINEͰLIFFΛ։͘ - Α͏͔Μ͞ΜʂࠓԿΛ͠·͠ΐ͏͔ʁ LINEͷ্ͰϢʔβʔΛೝࣝͯ͠ɺͦͷ্ͰձΛਐΊͯ͘ΕΔ - ʓʓͪΐ͏͍ͩʂɹ - ܾࡁURLΛ͓ૹΓ͠·͢Ͷ
- ը໘ભҠ - աڈͷܾࡁঢ়گڭ͑ͯ͘ΕʂɹCSͷҰ࣌ରԠతͳͷ
·ͱΊ - RealtimeAPIͷεϜʔζ͍͢͞͝ - ࠓׂͱStripeͷAPIΛྑ͠ͳʹܨ͍Ͱ͘ΕΔπʔϧʹऩ·͍ͬͯΔ͕ɺʢ͜Εे͍͕͢͝ʣ - ࠓޙɺࣗಈͰܾࡁͱ͔ͯ͘͠ΕΔΑ͏ʹͳͬͨΒ·ͨ໘നͦ͏ - AIͱͷձ͍ͩͿεϜʔζʹͳ͖͍ͬͯͯΔͷͰɺԻ*StripeΧελϚʔαϙʔτɺίϯγΣϧδϡతͳಈ͖ͱͯ͠͏গ͠ࡧ͍ͨ͠ -
AI Agentʹ͍ͭͯͷཧղɺݟ͕ͬͱඞཁ ಛʹAgent toolkitܥͷϑϨʔϜϫʔΫ - ͳΜΘ͔ΒΜ ׆༻ࣄྫɺΞΠσΞ͋Εͥͻޙ΄Ͳ͓͠͠·͠ΐ͏ʂ😺
ੜ"*ͱ-*/&ʹ͍ͭͯաڈʹ͍Ζ͍ΖࢿྉΛެ։͍ͯ͠·͢ IUUQTCJUMZ#PW+R IUUQTCJUMZ.*# IUUQTCJUMZFNV87
!JOPVFΑ͏͔ΜGSPN4UJQF -*/&%$ 4USJQF"HFOU5PPMLJUΛࢼͯ͠Έͨ