まだ間に合う！ Agentic AI on AWSの現在地をやさしく一挙おさらい

by みのるん

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·ͩؒʹ߹͏ʂ ͷݱࡏ஍Λ ΍͘͞͠Ұڍ͓͞Β͍ ΈͷΔΜ !NJOPSVO

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ޚా ູʢΈͷΔΜʣ ςοΫΤόϯδΣϦετ ,%%*ΞδϟΠϧ։ൃηϯλʔגࣜձࣾʢ,"(ʣ Ϋϥ΢υͱ"*෼໺Λத৺ʹɺٕज़ίϯαϧςΟϯά΍ ϓϦηʔϧεɺηϛφʔߨࢣͳͲʹैࣄɻ • "84"*)FSP • "844BNVSBJ • 2JJUB5PQ$POUSJCVUPS

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MFEHFBJBSUJDMFTQYHQU@QBOBTPOJD JUNFEJBDPKQOFXTBSUJDMFTOFXTIUNM CDOSFUBJMDPNNBSLFUEFUBJM@IUNM

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--.ͷ"1*ΛɺࣗࣾͷΞϓϦ͔Β ηΩϡΞʹݺͼग़͍ͨ͠ʜʂ

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"84ΞΧ΢ϯτ #FESPDL ࣗࣾΞϓϦ ֤ࣾͷ--. ΤϯυϢʔβʔ "1*ܦ༝Ͱ҆શʹϞσϧΛ࢖͑Δʂ खܰͳαʔόʔϨεαʔϏε

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--.ΞϓϦΛ࢖͍࢝ΊΔͱ Ϳͪ౰ͨͬͨ՝୊

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lݬ֮z

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+"846(ͬͯԿʁ αϝөըͷಉ޷ձͰ͢

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3"(

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3FUSJFWBM"VHNFOUFE(FOFSBUJPO ʢ-FXJTFUBM ʣ

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+"846(ͬͯԿʁ 3FUSJFWBM"VHNFOUFE(FOFSBUJPO

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+"846(ͬͯԿʁ 3FUSJFWBM"VHNFOUFE(FOFSBUJPO ϕΫλʔ ετΞ ࣗવݴޠͰ ݕࡧ

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+"846(ͬͯԿʁ ௐ΂ͨͱ͜Ζɺ"84ͷ ϢʔβʔάϧʔϓͰͨ͠ 3FUSJFWBM"VHNFOUFE(FOFSBUJPO ϕΫλʔ ετΞ ࣗવݴޠͰ ݕࡧ

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+"846(ͬͯԿʁ ௐ΂ͨͱ͜Ζɺ"84ͷ ϢʔβʔάϧʔϓͰͨ͠ 3FUSJFWBM"VHNFOUFE(FOFSBUJPO ϕΫλʔ ετΞ ࣗવݴޠͰ ݕࡧ 3FUSJFWBMʹΑͬͯ "VHNFOU͞Εͨ (FOFSBUJPO

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3"(ͷύΠϓϥΠϯɺ ࡞Δͷ͕େมʜ

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3"(ύΠϓϥΠϯ #FESPDLφϨοδϕʔε ࣾ಺จॻ 4

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3"(ύΠϓϥΠϯ #FESPDLφϨοδϕʔε ϕΫτϧม׵ ࣾ಺จॻ 4 ϕΫλʔ ετΞ ຒΊࠐΈ Ϟσϧ

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3"(ύΠϓϥΠϯ #FESPDLφϨοδϕʔε ϕΫτϧม׵ ࣾ಺จॻ 4 ϕΫλʔ ετΞ Ϣʔβʔ࣭໰ͰϕΫτϧݕࡧ ຒΊࠐΈ Ϟσϧ ຒΊࠐΈ Ϟσϧ

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3"(ύΠϓϥΠϯ ݕࡧ݁ՌΛ΋ͱʹճ౴Λੜ੒ #FESPDLφϨοδϕʔε ϕΫτϧม׵ ࣾ಺จॻ 4 ϕΫλʔ ετΞ Ϣʔβʔ࣭໰ͰϕΫτϧݕࡧ ຒΊࠐΈ Ϟσϧ ຒΊࠐΈ Ϟσϧ --.

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3"(ͷ՝୊ʜ ϕΫτϧετΞ͕ߴ͍ʂ

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νϟοτϘοτ͸࣮༻తʹͳͬͨɻ ͨͩɺςΩετͷҰ໰Ұ౴ͩͱ Ͱ͖Δ͜ͱʹݶք͕͋Δʜʂ

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3F"DU

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3FBTPOJOH"DUJOH ʢ:BPFUBM ʣ

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3FBTPOJOH ʢࢥߟʣ "DUJOH ʢߦಈʣ 0CTFSWBUJPO ʢ݁ՌΛ؍࡯ʣ

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"*ΤʔδΣϯτ

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Ξϯέʔτ݁ՌΛ ूܭͯ͠ɺ ύϫϙʹ·ͱΊͯ

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ߦಈܭըΛݕ౼ Ξϯέʔτ݁ՌΛ ूܭͯ͠ɺ ύϫϙʹ·ͱΊͯ

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ߦಈܭըΛݕ౼ Ξϯέʔτ݁ՌΛ ूܭͯ͠ɺ ύϫϙʹ·ͱΊͯ lπʔϧzΛ࣮ߦ

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ߦಈܭըΛݕ౼ Ξϯέʔτ݁ՌΛ ूܭͯ͠ɺ ύϫϙʹ·ͱΊͯ lπʔϧzΛ࣮ߦ ݁ՌΛৼΓฦͬͯ ܭըΛमਖ਼

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͜Μͳݡ͍ΤʔδΣϯτΛ ؆୯ʹ࡞Εͳ͍͔ͳ͊ʜ

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(6*Ͱ؆୯ߏங ˍ ϑϧϚωʔδυӡ༻ʂ #FESPDLΤʔδΣϯτ Ξϯέʔτ݁ՌΛ ूܭͯ͠ɺ ύϫϙʹ·ͱΊͯ

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(6*Ͱ؆୯ߏங ˍ ϑϧϚωʔδυӡ༻ʂ #FESPDLΤʔδΣϯτ --. Ξϯέʔτ݁ՌΛ ूܭͯ͠ɺ ύϫϙʹ·ͱΊͯ

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(6*Ͱ؆୯ߏங ˍ ϑϧϚωʔδυӡ༻ʂ #FESPDLΤʔδΣϯτ --. ΞΫγϣϯάϧʔϓ Ξϯέʔτ݁ՌΛ ूܭͯ͠ɺ ύϫϙʹ·ͱΊͯ

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(6*Ͱ؆୯ߏங ˍ ϑϧϚωʔδυӡ༻ʂ #FESPDLΤʔδΣϯτ --. ΞΫγϣϯάϧʔϓ φϨοδϕʔε Ξϯέʔτ݁ՌΛ ूܭͯ͠ɺ ύϫϙʹ·ͱΊͯ

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(6*Ͱ؆୯ߏங ˍ ϑϧϚωʔδυӡ༻ʂ #FESPDLΤʔδΣϯτ --. ΞΫγϣϯάϧʔϓ φϨοδϕʔε ΨʔυϨʔϧ Ξϯέʔτ݁ՌΛ ूܭͯ͠ɺ ύϫϙʹ·ͱΊͯ

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ϚϧνΤʔδΣϯτ΋(6*Ͱ࡞ΕΔ ઐ໳ՈΤʔδΣϯτ" ᜛ٞࢿྉΛ࡞ͬͯʂ ઐ໳ՈΤʔδΣϯτ# ΦʔέετϨʔλʔ ΤʔδΣϯτ

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(6*͸؆୯͚ͩͲࣗ༝౓ʹݶք͕͋Δ ଞࣾϞσϧར༻ɺ.$1઀ଓɺ ॊೈͳϚϧνΤʔδΣϯτߏ੒ʜ ΋ͬͱػೳΛॆ࣮͍ͤͨ͞ʂ

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"84੡ͷ044ϑϨʔϜϫʔΫ ෳࡶͳϫʔΫϑϩʔΛॻ͘ͷ͸΍ΊΑ͏ʂ ͏·͘"*ʹؙ౤͛͢ΔʮϞσϧۦಈʯ

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େੲɺ೥લ͙Β͍·Ͱ͸ "*ΤʔδΣϯτ࡞Δͷ݁ߏେมͰͨ͠ ෦ͷ༧ࢉσʔλΛ ूܭ͠ͱ͍ͯ

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ͳͥͳΒɺ--.͕ࠓ΄Ͳݡ͘ͳ͔ͬͨͷͰ ϫʔΫϑϩʔΛࡉ͔͘ॻ͘ඞཁ͕͋Γ·ͨ͠ Ұൠతͳ༧ࢉܭըͷ ཱͯํΛઆ໌͠·͢

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Ͱ΋ࠓ͸--.͕͔ͳΓݡ͘ͳͬͨͨΊ ʮϞσϧͱπʔϧ͚ͩࢦఆͯ͠(PʂʯͰಈ͘ Ϟσϧ πʔϧ

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Ҏલ͸--.ΞϓϦͷ։ൃͱ͍͏ͱ lػցֶशΤϯδχΞ͕/PUFCPPLΛ࢖͏z ͳΜ͔೉ͦ͠͏ͳΠϝʔδ͕͋Γ·ͨ͠

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ࠓ͸΋͏--.पΓͷॲཧ͕ ͍͍ײ͡ʹந৅Խ͞Εɺ ී௨ͷ8FCΤϯδχΞͰ΋ खܰʹ૊ΈࠐΊΔ ύʔπʹͳ͍ͬͯ·͢ʂ

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3行でAIエージェントを書いて、同僚を怖がらせましょう！ 4USBOET͸ͦͷయܕྫɻ ௒؆୯ʹΤʔδΣϯτ͕ॻ͚Δʂ

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1ZUIPOʹՃ͑ͯɺࠓ݄͔Β 5ZQF4DSJQUʹ΋ରԠ։࢝ʢϓϨϏϡʔʣ 1ZUIPO 5ZQF4DSJQU

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·ͣ͸Ϟσϧ΍γεςϜϓϩϯϓτΛ ΧελϚΠζͯ͠ΈΑ͏ Ϟσϧ γεςϜ ϓϩϯϓτ

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޷͖ͳؔ਺Λʮπʔϧʯʹͯ͠ "*ΤʔδΣϯτʹ࢖ΘͤΑ͏ʂ πʔϧ

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ଞਓ͕࡞ͬͨศརͳπʔϧΛ.$1Ͱݺͼग़ͦ͏ʂ .$1αʔόʔ πʔϧ

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ෳࡶͳ࢓ࣄ͸୲౰Λ෼͚ͯɺ ϚϧνΤʔδΣϯτʹ΍ΒͤΑ͏ ʢ"HFOUBT5PPMTͷྫʣ

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"*ΤʔδΣϯτͷίʔυ͸ॻ͚ͨɻ ͯ͞ɺͲ͜ʹσϓϩΠ͠Α͏ʜʁ

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ඇಉظॲཧɺετϦʔϛϯάɺ ೝূೝՄɺهԱอ࣋ʜ "*ΤʔδΣϯτಛ༗ͷ՝୊͕ଟ͘ ׬ᘳʹϋϚΔ"84αʔϏε͕ແ͍ʜʂ

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"*ΤʔδΣϯτʹඞཁͳػೳΛ ͻͱ௨Γଗ͑ͨϏϧσΟϯάϒϩοΫ܈

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#FESPDL"HFOU$PSF ϥϯλΠϜ ޷͖ͳϑϨʔϜϫʔΫͰ։ൃͨ͠ΤʔδΣϯτΛ αʔόʔϨεͰಈ͔ͤΔʮ"HFOU$PSFϥϯλΠϜʯ

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#FESPDL"HFOU$PSF ϥϯλΠϜ "*ΤʔδΣϯτͷهԱΛ؅ཧͯ͘͠ΕΔ ʮ"HFOU$PSFϝϞϦʔʯ ϝϞϦʔ

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#FESPDL"HFOU$PSF ϥϯλΠϜ ͨ͘͞ΜͷπʔϧΛҰׅొ࿥͓͍ͯͯ͠ .$1Ͱݺͼग़ͤΔʮ"HFOU$PSFήʔτ΢ΣΠʯ ϝϞϦʔ ήʔτ΢ΣΠ

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#FESPDL"HFOU$PSF ϥϯλΠϜ ΤʔδΣϯτ΍πʔϧར༻࣌ͷ ೝূೝՄΛ੍ޚͰ͖Δʮ"HFOU$PSFΞΠσϯςΟςΟʯ ϝϞϦʔ ήʔτ΢ΣΠ ΞΠσϯςΟςΟ

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#FESPDL"HFOU$PSF ϥϯλΠϜ ήʔτ΢ΣΠ͔Β࢖͑ΔπʔϧΛ ϧʔϧͰ౷੍Ͱ͖Δʮ"HFOU$PSFϙϦγʔʯ ϝϞϦʔ ήʔτ΢ΣΠ ΞΠσϯςΟςΟ ϙϦγʔ

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#FESPDL"HFOU$PSF ϥϯλΠϜ ϒϥ΢β؀ڥ΍ίʔυ࣮ߦ؀ڥͳͲ Ϋϥ΢υͳΒͰ͸ͷʮ"HFOU$PSFϏϧτΠϯπʔϧʯ ϝϞϦʔ ήʔτ΢ΣΠ ΞΠσϯςΟςΟ ϙϦγʔ πʔϧ

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#FESPDL"HFOU$PSF ϥϯλΠϜ "*ΤʔδΣϯτͷߦಈ݁ՌΛ఺਺ධՁ͠ վળ͠΍͘͢͢Δʮ"HFOU$PSF&WBMVBUJPOTʯ ϝϞϦʔ ήʔτ΢ΣΠ ΞΠσϯςΟςΟ ϙϦγʔ πʔϧ ධՁ

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#FESPDL"HFOU$PSF ϥϯλΠϜ ͦͯ͠ɺ͜ΕΒͷՔಇঢ়گΛࣗಈͰՄࢹԽͯ͘͠ΕΔ ʮ"HFOU$PSFΦϒβʔόϏϦςΟʯ ϝϞϦʔ ήʔτ΢ΣΠ ΞΠσϯςΟςΟ ϙϦγʔ πʔϧ ධՁ ΦϒβʔόϏϦςΟ

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#FESPDL"HFOU$PSF ϥϯλΠϜ ͜ΕΒͷ͏ͪɺ޷͖ͳ΋ͷ͚ͩΛ 4%,"1*Ͱࣗ෼ͷΤʔδΣϯτʹར༻Ͱ͖Δʂ ϝϞϦʔ ήʔτ΢ΣΠ ΞΠσϯςΟςΟ ϙϦγʔ πʔϧ ධՁ ΦϒβʔόϏϦςΟ

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"HFOU$PSFϥϯλΠϜͷར༻ྫ > agentcore launch "84 "HFOU$PSF4%,Ͱϥοϓͯ͠ "1*αʔόʔʹ͓ͯ͘͠

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4USBOETҎ֎ʹ΋ϑϨʔϜϫʔΫ͸৭ʑ͋Δɻ ͲΕΛબΜͰ΋ɺ"HFOU$PSFͰ࢖͑Δʂ -BOH(SBQI .BTUSB

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ʢ࣌ؒ͋Ε͹σϞʣ

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"84 $PHOJUP "NQMJGZ ϥϯλΠϜ φϨοδϕʔε ηογϣϯݕࡧ ৽ػೳݕࡧ 8FCݕࡧ ̐छྨͷ πʔϧ ϝϞϦʔ (FO"* 0CTFSWBCJMJUZ ϫΠ τϨʔε΋ Β͘Βࣗ͘ಈܭ૷

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ίʔυΛॻ͚͹"*ΤʔδΣϯτΛ ศརʹ࡞ΕΔ؀ڥ͕੔ͬͨʂ

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Ͱ΋ɺϓϩάϥϛϯάॳ৺ऀͳͷͰ ࠓ͞Βࢲ͕։ൃͳΜͯͰ͖Δ͔ͳʜʁ

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"84੡ͷʮ։ൃઐ༻ʯ"*ΤʔδΣϯτ

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ίʔσΟϯάΤʔδΣϯτ͸৭ʑ͋Δ͕ ,JSP͸ʮ࢓༷ۦಈ։ൃʯͷݩ૆ʂ ઃܭஈ֊͔Β,JSP͕ΨΠυͯ͘͠ΕΔ RJJUBDPNLZVLPJUFNTBCFDGCE

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ࠓ΍ɺ৭ΜͳΫϥ΢υͰ ಉ͡Α͏ʹੜ੒"*αʔϏε͕ ల։͞Ε͍ͯ·͢

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ͳͥࢲ͸ɺ"84Ͱ΍Γ͍ͨͷ͔ʁ

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lϏϧσΟϯάϒϩοΫz

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ίϛϡχςΟ΋େࣄͳ ϏϧσΟϯάϒϩοΫͷҰͭʂ

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͊͞ɺ͜ΕͰશһ "84ͷ"HFOUJD"*ͷݱࡏ஍ ׬શʹཧղͰ͖·ͨ͠Ͷʁ

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೥͸ "*ΤʔδΣϯτ lར༻zݩ೥Ͱͨ͠

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೥͸ "*ΤʔδΣϯτ lߏஙzݩ೥ʹ͠·͠ΐ͏

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ͦͷઌӶͨΔํʑ͕ ͖ΐ͏஑ାʹू͍݁ͯ͠·͢

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݅Ҏ্ͷొஃԠื͔Βݫબͨ͠ चۄͷηογϣϯ͚ͩΛूΊ·ͨ͠ɻ Ұ೔ͨͬ΀Γָ͠ΜͰ͍͍ͬͯͩ͘͞ʂ