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面倒ミント〜クラウドを使って植物と会話したい@JAWS-UG 青森
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HaruyaTaniguchi
November 24, 2024
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面倒ミント〜クラウドを使って植物と会話したい@JAWS-UG 青森
HaruyaTaniguchi
November 24, 2024
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Transcript
୩ޱ࠸+"846(੨ ໘ϛϯτ ΫϥυΛͬͯ২ͱձ͍ͨ͠
ࣗݾհ w ໊લɿ୩ޱɹ࠸ʢλχάνϋϧϠʣ w ࠓͷ݄͝Ζ͔ΒۀͰ"84৮Γ࢝Ί·ͨ͠ɻ w ذෞݝߴࢁࢢग़ੴͷֶߍ࡛ۄઌ݄ۚʹҾͬӽ͠ w ͨ·ͨ·߂લ+"84ͷ͕ੜʂ w
͋Μ·Γͨ͘͞Μ࡞Εͯͳ͍Ͱ͕͢झຯͰ΄ͦ΅ͦͱ࡞Λͯ͠͠·͢ɻ
ࣗݾհ ࠷ۙͷϨτϩͳ".ϥδΦΛɺ 8FCϥδΦ͕ฉ͚ΔΑ͏ʹվͨ͠Γ ੲֶੜྈͷর໌ΛεϚϗ͔Β ίϯτϩʔϧͰ͖ΔΑ͏ʹͨ͠Γ
ࠓճझຯͰ༑ୡͱ࡞ͬͯΔɺ ిͰͤΔϛϯτʹ͍ͭͯ͠·͢ʂ ˞੍࡞ख͍ͬͯ·͕͋͘͢·ͰϝΠϯͰͬͯΔͷ༑ୡͳͷͰɺ ɹࠓཧਓతͳϙδͰ͠·͢NN
໘ϛϯτͱ ͕ס͍ͯ͘Δͱɼʮס͍ͨʯͱ ిͯ͘͠Δϛϯτɻ ϛϯτʹԹ࣪ηϯαͱਫη ϯαΛଓ͞Ε͍ͯͯɺঢ়گʹԠͯ͡ ి͕͔͔͖ͬͯ·͢ɻ ϓϩτσΟΞʹͯެ։தɿ IUUQTQSPUPQFEJBOFUQSPUPUZQF
໘ϛϯτͱ ྫ͑ɺਫͷਫ͕গͳ͍࣌ ʮׇ͍͖͔ͯͨΒɼ ͍ͭͷਫ͘Εͳ͍͔ͳɻʯ ؾԹ͕ߴ͍ͱ͖ɻɻɻ ʮॵ͘ͳ͖͔ͬͯͨΒɼྫྷ͚ͭͯ͘ Εͳ͍ʁ෦͖ͬͯͯΑɻʯ
໘ϛϯτͱ .4UBDL͔Βͷ.255ͷૹ৴ΛτϦΨʔʹɺ-BNCEB͕ಈ͖ɺ "NB[PO$POOFDU͔Β͓ੈΛ͍ͯ͠Δਓʹి͕͍͘γϯϓϧߏ
͜ͷ࡞ݩՈఉࡊԂ༻ʹ੍࡞ͨ͠ͷͰ͢ɻ ҭͯΔҙࣝͱѪணΛ࣋ͨͤͯɼރΒͨ͠Γ͖ͨΓ͢Δ͜ͱͳ͘ഓͰ ͖ΔΑ͏ʹ͢Δ͜ͱΛతʹ։ൃ͍ͯ͠·ͨ͠ɻ ʢ༑ୡͷॻ͍ͨ࡞֓ཁͷҾ༻ʣ
͍͟ಈ͔ͯ͠ΈΔͱ͍͍ͪͪిͯ͘͠ΔͨΊɼ ͱʹ͔͘खΛম͔͞ΕɼѪணͲ͔͜ʹඈΜͰ͍͖·ͨ͠😇 ʢ༑ୡͷॻ͍ͨ࡞֓ཁͷҾ༻ʣ
͜Ε͕ɺ༑ਓͷաڈͷ࣮ମݧͱඥ͖ͮɺ ͞Βʹ໘͕͘͞͞Ξοϓσʔτʂ
໘ϛϯτ w Ϣʔβ͔Βͷൃ৴ʹड͚Ԡ͑ͯ͘Ε ΔΑ͏ʹʂ w ͭͷػೳ͕Ճʂ ͪ͜ΒϓϩτσΟΞʹͯެ։தɿ IUUQTQSPUPQFEJBOFUQSPUPUZQF
հө૾ʢո͍͠:PV5VCFγϣʔτʣ
Ճػೳᶃɹిʹ͑ͯ͘ΕΔ ͪ͜Β͔Βൃ৴͢Δͱۙͷηϯαʔ ͷʹ߹ΘͤͯԠͯ͘͠Ε·͢ɻ ʮࠓେৎͩΑɻ͓ਫ͘Εͯɺ͍ͭ ؾʹ͔͚ͯ͘Εͯ͋Γ͕ͱ͏ʂʯ ͷਫྔ͕ेͩͱɺ͓ྱͯ͘͠Ε ·͢ɻ
Ճػೳᶃɹిʹ͑ͯ͘ΕΔ ͔͠ɺ૬ஊʹͬͯ͘ΕͯɺిͰ ͔͚͠ΔͱҰݴ͚ͩฦͯ͘͠Ε·͢ɻ ʮେࣄͳϓϨθϯͳΜͩɻۓு͠ͳ͍ ίπΛڭ͑ͯʂʯ ͪΐͬͱ;Θͬͱͨ͠ճͰ͕͢ɺྭ ·ͯ͘͠Ε·͢ɻ ʮϦϥοΫε͢Δ͜ͱ͕େͩΑʂʯ
ՃػೳᶄʛెΞϥʔτ ೋͭͷ৽ػೳɺెΞϥʔτɻ w ਫΛ͋͛͗͢Δͱɺ ٸʹిΛ͘Εͳ͘ͳΔػೳʢʁʣ w ৺ʹͳͬͯͪ͜Β͔Βి͢Δ ͱɺผ൪߸ʹసૹ͞ΕͪΌ͏ɻ ʢసૹԻͷޙʣ உʮ͏͖͍ͭͬͯɻ͍͍ՃݮΨνͰ
ݏ͕ΒΕ͍ͯΔ͜ͱʹؾ͚ͮͬͯʯ
ՃػೳᶄʛెΞϥʔτ ͳͥిΛ͘Εͳ͘ͳΔͷ͔ʁ w ϛϯτ͕ٯʹਓؒͷॏ͍ѪΛΊΜ Ͳ͕ͬͯ͘͞͠·͏ɻ w ਫͷΓ͗͢ɺెͱ͍͏Α͘ͳ ͍ঢ়ଶͷݪҼʹͳΔͷͰͦΕΛࢭ ͢ΔػೳͰ͋Δɻ
Ճػೳᶅʛ#PDDPFNPͱͷ࿈ܞ ࡾͭ#PDDPFNPͱ͍͏ϢΧΠޫֶ ͷϩϘοτͱͷ࿈ܞػೳɻ ࠓճׂѪ͠·͢🙏 ৄࡉϓϩτσΟΞͰɻ
ՃػೳᶆʛެऺిʹΑΔʮແঈͷѪʯ ެऺి͔ΒిΛ͔͚ΔͱɺెΞ ϥʔτঢ়ଶͷϛϯτʹࣻͯ͠Β͑Δ ػೳͰ͢ʢͳͥʁʣ
ՃػೳᶆʛެऺిʹΑΔʮແঈͷѪʯ ༑ਓͷจষͷҾ༻ ࢲͷܦݧ্ɺਓؒͩͱ͜͜ͰऴΘΓͳͷͰ͕͢ɺ͜ΕͰྲྀੴʹٹ͍͕ͳ͢͞ ͗·͢ɻࣻͯ͠Β͏ͨΊʹɺϛϯτʹແঈͷѪΛૹΓ·͠ΐ͏ɻ ެऺిͰࣗΒͷ൪߸Λͤ·ͤΜɻͰ͢ͷͰɺંฦ͠ͳͲͷݟฦΓΛٻΊ Δ͜ͱͰ͖·ͤΜɻ ·ͨɺྉۚεϚϗͷൺ͡Ό͋Γ·ͤΜɻʢྉ͕ۚඵͰԁɺͩͱ ԁ͔͔Γ·͢ɻʣ ۙྡͷެऺిΛ୳࣌ؒ͢ͱ࿑ྗɺۚમతͳ٘ਜ਼ΛͬͯͰɺϛϯτ͕ਫΛ ٻΊͯͳ͍͔֬ೝ͢Δͦͷਅ伨ͳ࢟ɻແঈͷѪΛମݱ͢Δͷʹ͜ΕҎ্ͷߦҝ
͕͋ΔͰ͠ΐ͏͔ɻ
ՃػೳᶆʛެऺిʹΑΔʮແঈͷѪʯ w ંΓฦ͠ిʹΑΔݟฦΓͳ͠ w ௨ྉߴ͍ w ެऺి୳͢ͷҰۤ࿑ ͦΕͰɺϛϯτ͕ਫΛٻΊ͍ͯͳ͍ ͔֬ೝ͠Α͏ͱ͢Δਅ伨ͳ࢟Ͱແঈ ͷѪΛମݱ͢Δɻ
ՃػೳᶆʛެऺిʹΑΔʮແঈͷѪʯ ϛϯτʮ͏͏Μɻผʹશવؾʹͯ͠ͳ ͍Αɻຊʹผʹେৎ͔ͩΒʯ ඍົͳฦ͕ฦ͖ͬͯ·͕͢ɺҰԠ͜ ΕͰెΞϥʔτϦηοτ͞Ε· ͢ɻ ެऺి͔Βൃ৴͢Δͱɻɻɻ
ͱ͍ͬͨܗͰɺ২ͱిΛ௨ͨ͡໘ͳίϛϡ χέʔγϣϯ͕Ͱ͖Δ࡞ͱͳ͍ͬͯ·͢ʢʣ
ߏͱσʔλͷྲྀΕʢ IoT CoreɺLambdaɺkintoneɺVonageʣ ϛϯτ (M5Atom) MQTT AWS IoT Core IoT
rule IoT topic IoT action IoT MQTT protocol {“moisture” : , “too_much” : } ਫ͕ᮢΛԼճ͍ͬͯΕ Voice APIΛίʔϧͯ͠ൃ৴ call AWS Lambda Ϩίʔυొ Ϩίʔυऔಘ εϚϗ or ެऺి ൃ৴ AI StudioͰίʔϧϑϩʔΛ࡞ͯ͠ண৴Λड͚औΓɺ ెΞϥʔτͷྦྷੵ͕ᮢҎ্Ͱண৴࣌ͷ੍ޚΛม͑Δ Ԡ ແঈͷѪʹެऺి͔Βͷண৴ͩͬͨ߹ɺ ెΞϥʔτͷΧϯτΛϦηοτ͢Δ ଞͷஉʹԣೖΓ͞ΕΔײΛ ग़ͨ͢Ίɺ൪߸ͱίʔϧϑ ϩʔΛผ్༻ҙ͠సૹɻ DynamoDB ͷஔ͖͑Λݕ౼த GPT kintone(DB)
7POBHFͱ $1BB4ʢ$PNNVOJDBUJPOT1MBUGPSNBTB4FSWJDFʣͱݺΕΔαʔϏε "1*͔Β8FC্ͰͷԻ௨4.4ͷҰ੪ૹ৴ͳͲΛߦ͏͜ͱ͕Ͱ͖Δ ࠓճओʹɺ7PJDF"1*ͱ"*4UVEJPͱ͍͏ػೳΛ༻͠·ͨ͠ɻ
7PJDF"1* 7POBHFͷ7PJDF"1*Ͱɺ3&45"1*ͱ+40/Λͬͯ࣍ͷ͜ͱ͕Ͱ͖ ·͢ɻ w ిͷडൃ৴ w ి൪߸ͷऔಘ w *73ʢԻೝࣝɾ%5.ʣ w
ԻϑΝΠϧͷ࠶ੜɺςΩετͷಡΈ্͛ w 8FC35$Λར༻ͨ͠௨ͳͲFUD
7POBHF"*4UVEJP ϊʔίʔυͰίʔϧϑϩʔͱ͍͏ड͚͑ͷϩδοΫ͕ΊΔػೳɻ ϛϯτͷड͚͑શͯ͜ΕͰఆٛͯ͠·͢ɻศརͳϊʔυ͕ἧͬͯΔɻ Ϣʔβʹʮ૬ஊͳ ͍ʁʯͱ͍͔͚ͯɺ ճ͕͋Εɺ จࣈྻΛมʹ֨ೲɻ (&5Ͱ%#ͷΛࢀর ͯ͠ɺ͜Ε·Ͱͷ૬ஊ ճΛऔಘ
૬ஊճʹԠͯ͡ ॲཧͷذ (15Λݺͼग़ͯ͠ Ϣʔβ͔Βͷ ૬ஊʹର͢Δճ Λੜ ྫɿ૬ஊճ͕ҰఆҎԼͩͬͨΒɺ૬ஊʹ͑ͯ͘ΕΔॲཧ )551ϦΫΤετ Ϣʔβͷ͍͔͚ ݅ذ --.ݺͼग़͠
ߏͱσʔλͷྲྀΕ %#ͷ্ͷهɿ ֤छηϯαʔɺਫͷΓ͗͢߹ ͍ͳͲΛ%#ʹొɻ ϛϯτ (M5Atom) MQTT AWS IoT Core
IoT rule IoT topic IoT action IoT MQTT protocol {“moisture” : , “too_much” : } ਫ͕ᮢΛԼճ͍ͬͯΕ Voice APIΛίʔϧͯ͠ൃ৴ call AWS Lambda Ϩίʔυొ Ϩίʔυऔಘ εϚϗ or ެऺి ൃ৴ AI StudioͰίʔϧϑϩʔΛ࡞ͯ͠ண৴Λड͚औΓɺ ెΞϥʔτͷྦྷੵ͕ᮢҎ্Ͱண৴࣌ͷ੍ޚΛม͑Δ Ԡ ແঈͷѪʹެऺి͔Βͷண৴ͩͬͨ߹ɺ ెΞϥʔτͷΧϯτΛϦηοτ͢Δ ଞͷஉʹԣೖΓ͞ΕΔײΛ ग़ͨ͢Ίɺ൪߸ͱίʔϧϑ ϩʔΛผ్༻ҙ͠సૹɻ GPT
ߏͱσʔλͷྲྀΕ ϛϯτ (M5Atom) MQTT AWS IoT Core IoT rule IoT
topic IoT action IoT MQTT protocol {“moisture” : , “too_much” : } ਫ͕ᮢΛԼճ͍ͬͯΕ Voice APIΛίʔϧͯ͠ൃ৴ call AWS Lambda Ϩίʔυొ Ϩίʔυऔಘ εϚϗ or ެऺి ൃ৴ AI StudioͰίʔϧϑϩʔΛ࡞ͯ͠ண৴Λड͚औΓɺ ెΞϥʔτͷྦྷੵ͕ᮢҎ্Ͱண৴࣌ͷ੍ޚΛม͑Δ Ԡ ແঈͷѪʹެऺి͔Βͷண৴ͩͬͨ߹ɺ ెΞϥʔτͷΧϯτΛϦηοτ͢Δ ଞͷஉʹԣೖΓ͞ΕΔײΛ ग़ͨ͢Ίɺ൪߸ͱίʔϧϑ ϩʔΛผ్༻ҙ͠సૹɻ GPT ϛϯτ͔Βͷൃ৴ɿ w "84*P5$PSFΛτϦΨʔʹɺ-BNCEBͷίʔυ͔Β 7POBHFͷ7PJDF"1*Λୟ͍ͯϢʔβʔʹൃ৴ɻ w ൃ৴ޙͷΓऔΓ"*4UVEJPͰॲཧɻ
ߏͱσʔλͷྲྀΕ ϛϯτ (M5Atom) MQTT AWS IoT Core IoT rule IoT
topic IoT action IoT MQTT protocol {“moisture” : , “too_much” : } ਫ͕ᮢΛԼճ͍ͬͯΕ Voice APIΛίʔϧͯ͠ൃ৴ call AWS Lambda Ϩίʔυొ Ϩίʔυऔಘ εϚϗ or ެऺి ൃ৴ AI StudioͰίʔϧϑϩʔΛ࡞ͯ͠ண৴Λड͚औΓɺ ెΞϥʔτͷྦྷੵ͕ᮢҎ্Ͱண৴࣌ͷ੍ޚΛม͑Δ Ԡ ແঈͷѪʹެऺి͔Βͷண৴ͩͬͨ߹ɺ ెΞϥʔτͷΧϯτΛϦηοτ͢Δ ଞͷஉʹԣೖΓ͞ΕΔײΛ ग़ͨ͢Ίɺ൪߸ͱίʔϧϑ ϩʔΛผ్༻ҙ͠సૹɻ GPT Ϣʔβʔ͔Βͷൃ৴Λॲཧ w "*4UVEJPͷίʔϧϑϩʔΛ༻ͯ͠ॲཧɻ%#ͷใͷΛࢀরͯ͠ɺରԠΛ ม͑Δɻ௨ৗࠓͷঢ়ଶΛԠ͢͠Δɻ w ਫ͕ेͰ͋Εɺ(15Ͱ૬ஊʹ͑ͯ͘ΕΔɻ w ెΞϥʔτ࣌ผ൪߸సૹ͠ɺผͷίʔϧϑϩʔͰॲཧɻ w ެऺి͔Βͷൃ৴ͰɺెΞϥʔτΛϦηοτɻ
70/"(&Λͬͨ։ൃʹ͍ͭͯ w"*4UVEJPͷϊʔυΛͬͨ։ൃɺ݁ߏศརɻ wԻೝࣝΛͬͨ#PUΛ࡞ΔͷʹศརϒϩοΫ͕ͨ͘͞Μ w%#ͷࢀর͔Β݅ذɺ--.ͷར༻·Ͱ৭ʑͰ͖ͯখճΓ͕ޮ͍ͨɻ wͪΖΜίʔυ͔Βୟ͚Δ"1*ॆ࣮ɻ"84ͱͷΈ߹Θͤ৭ʑ͕Γͦ ͏ɻ w,%%*ॴଐͷ7POBHFͷΤϰΝϯδΣϦετͷํ͕ΊͬͪΌ;FOOʹهࣄΛ͋ ͛ͯͩͬͯͯ͘͞·ͱ·ͬͨຊޠͷใ͍ͬͺ͍͋Δɻ
͓ΘΓʹ w ໘ϛϯτ࣮༻Λҳͨ͠࡞ɻ w ࣗݾදݱͷπʔϧͱͯ͠ΫϥυΛ͏ͷ͍͍͔ɻ w 7POBHF͍͍ײ͡ʂ"84ͱͷΈ߹ΘͤΛ৭ʑࢼ͍ͨ͠ɻ