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microCMSではじめるAIライティング
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himaratsu
July 10, 2025
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microCMSではじめるAIライティング
AIDD Meet Up #1 での発表資料です。
https://aidriven.connpass.com/event/360280/
himaratsu
July 10, 2025
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Transcript
!IJNBSB NJDSP$.4Ͱ͡ΊΔ "*ϥΠςΟϯά "*%%.FFU6Q
"*ϥΠςΟϯάʁ w "*͕ॻ͍ͨจষʹΫη͕͋Δ w ·ͱ·Γ͗ͯͯ͢ಡΈͮΒ͍ w ࣗͷαΠτͷςΠετʹ߹Θͳ͍ w ࣗͷzॻ͖ຯzΛՃຯͯ͠จষΛॻ͍ͯΒ͏
NJDSP$.4ͱ w ຊͷϔουϨε$.4αʔϏε w ίϯςϯπΛ"1*͔Β؆୯ʹऔಘɾೖߘͰ͖Δ w NJDSP$.4.$1αʔόʔ͕ϦϦʔε w --.͔ΒίϯςϯπཧͰ͖ΔΑ͏ʹ w
IUUQTXXXOQNKTDPNQBDLBHFNJDSPDNTNDQTFSWFS
ࠓ͢͜ͱ NJDSP$.4ͷաڈهࣄ͔ΒࣗͷࣥචͷಛΛநग़ ࣗͬΆ͍ελΠϧͰ"*͕จষΛॻ͘ .$1αʔόʔΛͬͯNJDSP$.4ʹೖߘ
͓ɿυΩϡϝϯταΠτ NJDSP$.4Ͱೖߘ͢Δͱʜ υΩϡϝϯτϖʔδʹެ։͞ΕΔ
·ͣաڈهࣄ͔ΒࣗͷελΠϧΛநग़
աڈهࣄ͔Βlॻ͖ຯzΛநग़ w શମͷྲྀΕ w .$1αʔόʔͰաڈίϯςϯπΛऔಘ w ಛΛ·ͱΊͯXSJUJOHTUZMFNEʹॻ͖ग़͢
աڈهࣄ͔Βlॻ͖ຯzΛநग़ .$1ͷηοτΞοϓ w $VSTPSʹNJDSP$.4.$1αʔόʔΛηοτΞοϓ \ NDQ4FSWFST\ NJDSPDNT\ DPNNBOEOQY BSHT<
Z NJDSPDNTNDQTFSWFS!MBUFTU TFSWJDFJE .*$30$.4@4&37*$&@*% BQJLFZ .*$30$.4@"1*@,&: > ^ ^ ^
աڈهࣄ͔Βlॻ͖ຯzΛநग़ هࣄͷμϯϩʔυ w NJDSP$.4ͷ"1*εΩʔϚΛ͑Δ NJDSP$.4ͷ"1*εΩʔϚҎԼͰ͢ɻ͜ΕΛཧղͯ͠ FOEQPJOUEPDT "1*4DIFNB \lBQJ'JFMETz<\l fi
FME*EUJUMF OBNFλΠτϧ LJOEUFYU^ \ fi FME*EEFTDSJQUJPO OBNFઆ໌จ LJOEUFYU^ \ fi FME*ECPEZ OBNF༰ LJOESJDI&EJUPS7^ʜ^
աڈهࣄ͔Βlॻ͖ຯzΛநग़ هࣄͷμϯϩʔυ w աڈهࣄΛͯ͢ϚʔΫμϯͰμϯϩʔυͯ͠Β͏ EPDTͷίϯςϯπΛͯ͢औಘͯ͠ɺ ϚʔΫμϯʹมͯ͠DPOUFOUTʹϑΝΠϧอଘ͍ͯͩ͘͠͞
͜Μͳײ͡Ͱաڈهࣄ͕อଘͰ͖ͨ✅ هࣄϑΝΠϧͱͯ͠อଘ
աڈهࣄ͔Βlॻ͖ຯzΛநग़ ॻ͖ຯͷநग़ w อଘͨ͠ϚʔΫμϯΛಡΈࠐΈɺࣗͷจষͷಛΛநग़ !DPOUFOUTͷதͷϑΝΠϧΛશͯಡΈɺಛจ๏Λநग़ͯ͠ ͍ͩ͘͞ɻ நग़ͨ͠༰ΛXSJUJOHTUZMFNEʹอଘ͍ͯͩ͘͠͞
จষελΠϧΛநग़📝
͜ΕͰࣗͷจষͷελΠϧΛݴޠԽͰ͖ͨ
"*ʹॻ͍ͯΒ͏ XSJUJOHTUZMFNEΛࢀর͢Δ w நग़ͨ͠ελΠϧʹԊͬͯॻ͍ͯΒ͏ ৽͍͠υΩϡϝϯτΛ࡞Γ·͢ɻ !XSJUJOHTUZMFNEʹैͬͯɺ࣍ͷ༰ͷจষΛॻ͍͍ͯͩ͘͞ɻ ʢ͜͜ʹॻ͍ͯཉ͍͠ςʔϚ༰ʜʣ
"*ʹॻ͍ͯΒ͏ XSJUJOHTUZMFNEΛࢀর͢Δ w நग़ͨ͠ελΠϧʹԊͬͯॻ͍ͯΒ͏ w ϑΥʔϚοτԿͰ0, w Օॻ͖ཁ݅ఆٛॻΛίϐϖԻೖྗ13ΛషΓ͚ ৽͍͠υΩϡϝϯτΛ࡞Γ·͢ɻ !XSJUJOHTUZMFNEʹैͬͯɺ࣍ͷ༰ͷจষΛॻ͍͍ͯͩ͘͞ɻ
ʢ͜͜ʹॻ͍ͯཉ͍͠ςʔϚ༰ʜʣ
ϚʔΫμϯͰهࣄΛॻ͍ͯ͘Εͨ
͜ͷهࣄΛNJDSP$.4ʹೖߘͯ͠Β͏
.$1ܦ༝ͰίϯςϯπΛೖߘ NJDSP$.4ͷೖߘ w .$1αʔόʔͰೖߘ w ೖߘʹඞཁͳใʢ"1*εΩʔϚʣ࠷ॳʹ͑ͨͷͰɺಉ͡ηογϣϯͰ ͋Ε͍֮͑ͯΔ ࡞ͨ͠هࣄΛNJDSP$.4ʹೖߘͯ͠
ཧը໘ΛΈΔͱೖߘ͞Ε͍ͯΔ🎉
࣮ࡍʹެ։͞Εͨهࣄ͕ͪ͜Β
͜͜·ͰͷৼΓฦΓ w ࣗͷॻ͖ຯΛநग़ˠͦΕʹԊͬͯ৽ͨͳίϯςϯπΛ࡞ w NJDSP$.4.$1αʔόʔΛͬͯೖߘ w "1*εΩʔϚͷಡΈࠐΈͳͲΛຖճΔͷ໘ w ˠίϚϯυԽ͠Α͏ʂ
$MBVEF$PEFͷεϥογϡίϚϯυΛ࡞Δ w εϥογϡίϚϯυͱ w SFWJFXͰ13ΛϨϏϡʔͳͲɺಛఆͷϫʔΫϑϩʔ͕ొ͞Ε͍ͯΔ w ࣗ࡞ͷϫʔΫϑϩʔΛՃՄ w ࠓճʮυΩϡϝϯτ࡞ʯͷϫʔΫϑϩʔΛ࡞ͬͯΈΔ
εϥογϡίϚϯυͷதʢͦͷʣ
εϥογϡίϚϯυͷதʢͦͷʣ
DMBVEFDPNNBOET\ίϚϯυ໊^NEʹ࡞ DSFBUFEPDTͰݺͼग़ͤΔΑ͏ʹͳͬͨ
εϥογϡίϚϯυΛ࣮ߦ DSFBUFEPDTͰର͕։࢝
ώΞϦϯά༰Λجʹίϯςϯπ͕࡞ΒΕΔ ࣗͷॻ͖ຯʹԊͬͯੜͯ͘͠ΕΔ
NJDSP$.4ͷೖߘ·Ͱࣗಈ NJDSP$.4ʹೖߘ͞Εɺ֬ೝ63-͕ల։͞ΕΔ
࠷ޙखಈͰ֬ೝɾख͠
5JQT
5JQT ্͛ʹ͏ҰίϯςϯπΛಡ·ͤͯਫ਼61 w XSJUJOHTUZMFNEಛΛڽॖͤͨ͞ͷ w ੜͷهࣄΛ࠷ޙʹ͏Ұ͢͜ͱͰɺݴ༿ݣ͍ѫࡰจͳͲͷΠϯλʔϑΣ ʔεΛἧ͑ΒΕΔ
5JQT ϥΠλʔ͝ͱͷݸੑө w ෳਓͰॻ͘Α͏ͳϝσΟΞͷ߹ɺϥΠλʔ͝ͱʹॻ͖ຯΛ͚͍ͨ w ࠷ޙʹ͢هࣄΛϥΠλʔผʹ͢Δ͜ͱͰݸੑΛө w NJDSP$.4ͷ߹ΫΤϦͰࢦఆՄ w fi
MUFSTXSJUFS<FRVBMT>IJNBSB w XSJUJOHTUZMFNEͰશମͷτʔϯΛἧ͑Δ ࠷ޙͷ্͛ͰݸੑΛग़͢
5JQT ΨʔυϨʔϧΛ࡞Δᶃ w ࣮ӡ༻͢Δʹ"*͕ಓΛ֎Εͳ͍Α͏ΨʔυϨʔϧ͕େࣄ w ίϯςϯπΛ࣮֬ʹʮԼॻ͖ʯঢ়ଶͰೖߘ͍ͨ͠߹ w "1*ͩͱJT%SBGUUSVFͷΑ͏ʹ͕͢ɺ͜Εͩͱ"*͕ύϥϝʔλΛؒҧ͑ ΔՄೳੑ͕͋Δ
5JQT ΨʔυϨʔϧΛ࡞Δᶄ w .$1αʔόʔଆͷ5PPMఆٛΛʮެ։ঢ়ଶͰೖߘʯʮԼॻ͖ঢ়ଶͰೖߘʯͰ ͚ͨ w $MBVEF$PEFͷEFOZͳͲͰ࣮֬ʹ੍ޚͰ͖Δ \ QFSNJTTJPOT\ EFOZ<
NDQ@@NJDSPDNT@@NJDSPDNT@DSFBUF@DPOUFOU@QVCMJTIFE NDQ@@NJDSPDNT@@NJDSPDNT@VQEBUF@DPOUFOU@QVCMJTIFE > ^ ^
5JQT ΨʔυϨʔϧΛ࡞Δᶅ w NJDSP$.4ͷ߹ɺ"1*ΩʔͷݖݶͰ੍ޚͰ͖Δ w EFOZϧʔϧͳͲͱΈ߹Θͤͯࣄނ͕ى͖ͳ͍Α͏ʹ͓ͯ͜͠͏
·ͱΊ w NJDSP$.4Ͱ"*ϥΠςΟϯάΛͬͯΈͨ w ͜ͷΈͰهࣄॻ͍ͯΈ͕͔ͨͳΓָ w ײ֮తʹ࿑ྗׂ͕͘Β͍ʹͳͬͨ w ࠓޙࢼͯ͠Έ͍ͨ͜ͱ w
13ͷมߋ͔ΒϦϦʔεϒϩάΛࣗಈͰॻ͘ w ϦϦʔε࣌ɺυΩϡϝϯτͰߋ৽͕ඞཁͳॴΛݕͯ͠ఏҊ͢Δ
NJDSP$.4Ͱ"*ϥΠςΟϯάΛ͡ΊΑ͏🔥 ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠