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!JOPVFΑ͏͔ΜGSPN4UJQF -*/&%$ 4USJQF"HFOU5PPMLJUΛࢼͯ͠Έͨ

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Ҫ্ཅհΑ͏͔Μ ؔ੢ͷେֶੜ-*/&"1*&YQFSU -*/&"1*Λ࢖ͬͨϓϩμΫτͷ։ൃΛओʹෳ਺ࣾͰιϑτ΢ΣΞ ΤϯδχΞͱͯ͠׆ಈத -*/&Yੜ੒"*αʔϏεͷ։ൃ ޷͖ಘҙͳ͜ͱɿ🏃🧑🍳✈ !JOPVF !JOPVF IUUQTUBUFLBBQQ

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༨ஊࠓ೔ͷ(FNJOJ

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ࠓ೔ͷ(FNJOJ

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ࠓ೔ͷ(FNJOJ

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ࠓ೔ͷ(FNJOJ

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ࠓ೔ͷ(FNJOJ ͗͢͢͝Δɺɺ

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4USJQF"HFOU5PPMLJUʹ͍ͭͯ஌Γ͍ͨ Կ͔ͱ૊Έ߹Θͤͯɺ৽͍͠ମݧΛ࡞Δ͜ͱ͕Ͱ͖ͳ͍͔໛ࡧ͍ͨ͠ ͦͷաఔΛ௨ͯ͠஌ͬͨ஌ݟΛݴޠԽ͍ͨ͠ʂ ຊ೔ͷొஃͷ໨త

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ຊ೔ͷొஃͷ໨త ௚ۙ0QFO"*3FBM5JNF"1*Λ࢖ͬͨ։ൃΛ͍ͯͨ͠ˠֻ͚߹ΘͤͯΈΑ͏ʂ 4USJQF"HFOU5PPMLJUʹ͍ͭͯ஌Γ͍ͨ Կ͔ͱ૊Έ߹Θͤͯɺ৽͍͠ମݧΛ࡞Δ͜ͱ͕Ͱ͖ͳ͍͔໛ࡧ͍ͨ͠ ͦͷաఔΛ௨ͯ͠஌ͬͨ஌ݟΛݴޠԽ͍ͨ͠ʂ Ϗδωεͱ͍͏ΑΓ͸৮ͬͯΈͨܥ-5Ͱ͢

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4UJSQF"HFOU5PPMLJMͬͯ͝ଘ஌Ͱ͔͢ʁ

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4UJQF"HFOU5PPMLJUͱ͸ IUUQTHJUIVCDPNTUSJQFBHFOUUPPMLJU

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4UJQF"HFOU5PPMLJUͱ͸ IUUQTEPDTTUSJQFDPNBHFOUT MPDBMFKB+1

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4UJQF"HFOU5PPMLJUͱ͸ - 2024೥12݄11೔ʹStripe͔ΒެࣜϦϦʔε͞Εͨ΍ͭ - LLM޲͚ɺStripeͱͷ࿈ܞ͢ΔΠϯλʔϑΣʔεతͳ΍ͭ - ܾࡁURLͷ࡞੒ͱ͔ɺ঎඼ΛݟͨΓɺ - ॏྔ՝ۚͷܭଌͱ͔ɺ࢒ߴΛ࢖ͬͯࣗಈܾࡁʢ೔ຊݱࡏະରԠʣ΋Ͱ͖ΔΑ͏ʹͳΔΒ͍͠ - StripeͷॲཧΛશ෦AIʹ೚ͤΒΕΔ౔୆ͱͯ͠ϫΫϫΫ͢Δ΍ͭ IUUQTQSUJNFTKQNBJOIUNMSEQIUNM

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0QFO"*3FBMUJNF"1*ͱ͸ - OpenAI Realtime API͸Advanced Voice ModeͰ࢖ΘΕ͍ͯΔ΍ͭ - 2024೥10݄1೔ʹϕʔλ൛ͷAPI͕ެ։ - ։ൃऀ͕ϦΞϧλΠϜAIػೳΛࣗࣾͷΞϓϦέʔγϣϯʹ૊ΈࠐΉ͜ͱ͕ՄೳʹͳΔ - WebRTCܦ༝ͱɺWebSocketܦ༝Ͱ࣮૷͢Δ͜ͱ͕Ͱ͖Δ IUUQTQMBUGPSNPQFOBJDPNEPDTHVJEFTSFBMUJNFXFCSUDDSFBUJOHBOFQIFNFSBMUPLFO

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4UJSQF"HFOU5PPMLJMΛ࢖ͬͯΈͨܥͷࣄྫ͕શવͳ͍

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ͱΓ͋͑ͣܨ͍ͰΈΑ͏ʂ %FNP

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਺࣌ؒલ·ͣ-*''ΞϓϦΛ࡞Ζ͏ $MJOFͰ͙Β͍೪ͬͨ ͔ͤͬ͘ͳͷͰ$MJOFͷEFNP΋ͯ͠Έ·͢

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਺࣌ؒલ·ͣ-*''ΞϓϦΛ࡞Ζ͏ - Create LIFF APP - App Router Ͱ࡞੒ - ϩʔΧϧ։ൃΛਐΊΔͨΊʹɺLIFF MockΛಋೖ IUUQTQMBUGPSNPQFOBJDPNEPDTHVJEFTSFBMUJNFXFCSUDDSFBUJOHBOFQIFNFSBMUPLFO

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পDSFBUFMJGGBQQͷ"QQ3PVUFSςϯϓϨ͕σϑΥϧτͰಈ͔ͳ͍ ςϯϓϨ͕ίϯϑϦΫτͯ͠Δ "*͕͍͍ײ͡ʹಈ͘Α͏ʹͯ͘͠Εͨ

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প0QFO"*ͷνϟοτͰ࢖͏5PPMͱ3FBMUJNF"1*ͷ5PPMͰܕ͕ҧ͏ $IBU 3FBMUJNF

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প0QFO"*ͷνϟοτͰ࢖͏5PPMͱ3FBM5JNF"1*ͷ5PPMͰܕ͕ҧ͏ πʔϧΛϑϥοτͳߏ଄ʹม׵͢Δؔ਺ GVODUJPO fl BUUFO5PPMT UPPMT$IBU$PNQMFUJPO5PPM<> "SSBZ\UZQFTUSJOH OBNFTUSJOH EFTDSJQUJPOTUSJOH QBSBNFUFST PCKFDU^\ SFUVSOUPPMTNBQ UPPM \ DPOTUEFTDSJQUJPOUPPMGVODUJPOEFTDSJQUJPOcc DPOTUQBSBNFUFSTUPPMGVODUJPOQBSBNFUFSTcc\^ SFUVSO\ UZQFGVODUJPO  OBNFUPPMGVODUJPOOBNF  EFTDSJQUJPOEFTDSJQUJPO  QBSBNFUFSTQBSBNFUFST   ^ ^  ^ Ұ୴ϥοϓ͢Δؔ਺Λ࡞ͬͯղܾ

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প8FC35$Λϑϩϯτ͔Β઀ଓ͢ΔͷͰUPPMͱͷ૬ੑ͕ѱ͍ IUUQTQMBUGPSNPQFOBJDPNEPDTHVJEFTSFBMUJNFXFCSUDDSFBUJOHBOFQIFNFSBMUPLFO

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প8FC35$Λϑϩϯτ͔Β઀ଓ͢ΔͷͰUPPMͱͷ૬ੑ͕ѱ͍ - StripeͷTool͸γʔΫϨοτΩʔ͕ͳ͍ͱಈ͔ͤͳ͍ - WebRTCͷfunctioncallΛϑϩϯτͰड͚औΔ͜ͱʹͳΔ - WebScoketΛ࢖͑͹ϚγʹͳΔ͔΋͠Εͳ͍͕ɺWebScoket൛ͷ࣮૷͸Ի੠ݕ஌Λࣗ෼Ͱ࣮૷͠ͳ͍ͱߦ͚ͳ͍Ͱେม - Ұ୴ɺfunctionCallΛ࣮ߦ͢ΔAPIΛߏஙͯ͠ϑϩϯτ͔Βୟ͍͍ͯΔ

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প8FC35$Λϑϩϯτ͔Β઀ଓ͢ΔͷͰUPPMͱͷ૬ੑ͕ѱ͍ - StripeͷTool͸γʔΫϨοτΩʔ͕ͳ͍ͱಈ͔ͤͳ͍ - WebRTCͷfunctioncallΛϑϩϯτͰड͚औΔ͜ͱʹͳΔ - WebScoketΛ࢖͑͹ϚγʹͳΔ͔΋͠Εͳ͍͕ɺWebScoket൛ͷ࣮૷͸Ի੠ݕ஌Λࣗ෼Ͱ࣮૷͠ͳ͍ͱߦ͚ͳ͍Ͱେม - Ұ୴ɺfunctionCallΛ࣮ߦ͢ΔAPIΛߏஙͯ͠ϑϩϯτ͔Βୟ͍͍ͯΔ

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পQBZNFOU-JOLΛࣗಈൃߦ͍͕ͨ͠ͳ͔ͳ͔GVODJPO$BMM͞Εͳ͍ ίʔώʔͭͪΐ͏͍ͩ

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পQBZNFOU-JOLΛࣗಈൃߦ͍͕ͨ͠ͳ͔ͳ͔GVODJPO$BMM͞Εͳ͍ ίʔώʔͭͪΐ͏͍ͩ ܾࡁϦϯΫΛ࡞੒͢ΔͨΊʹྉۚ*%Λڭ͍͑ͯͩ͘͞

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পQBZNFOU-JOLΛࣗಈൃߦ͍͕ͨ͠ͳ͔ͳ͔GVODJPO$BMM͞Εͳ͍ ίʔώʔͭͪΐ͏͍ͩ ܾࡁϦϯΫΛ࡞੒͢ΔͨΊʹྉۚ*%Λڭ͍͑ͯͩ͘͞ QSPE@3X+83)RMJYDZ ஌ݟ͕ཉ͍͠ɺɺɺ

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ຊ౰ʹ࡞Γ͔ͨͬͨ΋ͷ - LINEͰLIFFΛ։͘ - Α͏͔Μ͞Μʂࠓ೔͸ԿΛ͠·͠ΐ͏͔ʁ LINEͷ্ͰϢʔβʔΛೝࣝͯ͠ɺͦͷ্Ͱձ࿩ΛਐΊͯ͘ΕΔ - ʓʓͪΐ͏͍ͩʂɹ - ܾࡁURLΛ͓ૹΓ͠·͢Ͷ - ը໘ભҠ - աڈͷܾࡁঢ়گڭ͑ͯ͘ΕʂɹCSͷҰ࣌ରԠతͳ΋ͷ

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·ͱΊ - RealtimeAPIͷεϜʔζ͍͢͞͝ - ࠓ͸ׂͱStripeͷAPIΛྑ͠ͳʹܨ͍Ͱ͘ΕΔπʔϧʹऩ·͍ͬͯΔ͕ɺʢ͜Ε΋े෼͍͕͢͝ʣ - ࠓޙɺࣗಈͰܾࡁͱ͔ͯ͘͠ΕΔΑ͏ʹͳͬͨΒ·ͨ໘നͦ͏ - AIͱͷձ࿩΋͍ͩͿεϜʔζʹͳ͖͍ͬͯͯΔͷͰɺԻ੠*Stripe͸ΧελϚʔαϙʔτɺίϯγΣϧδϡతͳಈ͖ͱͯ͠΋͏গ͠໛ࡧ͍ͨ͠ - AI Agentʹ͍ͭͯͷཧղɺ஌ݟ͕΋ͬͱඞཁ ಛʹAgent toolkitܥͷϑϨʔϜϫʔΫ - ͳΜ΋Θ͔ΒΜ ׆༻ࣄྫɺΞΠσΞ͋Ε͹ͥͻޙ΄Ͳ͓࿩͠͠·͠ΐ͏ʂ😺

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ੜ੒"*ͱ-*/&ʹ͍ͭͯ͸աڈʹ΋͍Ζ͍ΖࢿྉΛެ։͍ͯ͠·͢ IUUQTCJUMZ#PW+R IUUQTCJUMZ.*# IUUQTCJUMZFNV87

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!JOPVFΑ͏͔ΜGSPN4UJQF -*/&%$ 4USJQF"HFOU5PPMLJUΛࢼͯ͠Έͨ