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Amazon Bedrockを活用したRAGの品質管理パイプライン構築
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とすり
February 04, 2026
Programming
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Amazon Bedrockを活用したRAGの品質管理パイプライン構築
とすり
February 04, 2026
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Transcript
"NB[PO#FESPDLΛ׆༻ͨ͠ 3"(ͷ࣭ཧύΠϓϥΠϯߏங UPTVSJ.JEPTVKJ5FDI
ͱ͢Γ!UPTVSJ .05&9גࣜձࣾॴଐ +BQBO"MM"84$FSUJ fi DBUJPOT&OHJOFFST
3"(γεςϜͷ࣭Λҡ࣋͢ΔͨΊʹʁ
ҎԼͷΑ͏ͳ3"(γεςϜΛӡ༻͍ͯ͠Δ 8FC্Ͱެ։͞Ε͍ͯΔ υΩϡϝϯτ܈ 7FDUPS%# υΩϡϝϯτΛݕࡧ͢ΔͨΊͷ%# 3"(ηϚϯςΟοΫݕࡧͳͲͰऔಘͨ͠֎෦ͷใΛݩʹੜ"*ͷग़ྗΛڧԽ͢Δख๏ͷ͜ͱ "*νϟοτϘοτ औΓࠐΈ ݕࡧɾࢀর
3"(γεςϜಛ༗ͷ՝ ͦΕʜφϨοδͷυϦϑτʂ
3"(γεςϜΛϦϦʔεͯ͠ऴΘΓͰͳ͘ ܧଓͯ͠εϐʔσΟʹφϨοδΛߋ৽͠ଓ͚Δඞཁ͕͋Δʂ ݕࡧରͷυΩϡϝϯτ ͲΜͲΜͱ༰͕ߋ৽͞ΕΔ چόʔδϣϯͷ ༷Λճ ߋ৽ͤͣʹ์ஔ͍ͯ͠Δͱ ޡճϋϧγωʔγϣϯʹͭͳ͕ΔڪΕ͕ʜ ͜ΕΛφϨοδυϦϑτͱ͍͏
υΩϡϝϯτͷߋ৽ΛτϦΨʔʹͯ͠ ͙͢ʹ7FDUPS%#ө͢ΕେৎͩΑͶ
ͦΕ͚ͩͰෆेʂ υΩϡϝϯτͷߋ৽ΛτϦΨʔʹͯ͠ ͙͢ʹ7FDUPS%#ө͢ΕେৎͩΑͶ
औΓࠐΈݩͷυΩϡϝϯτ͕มߋ͞ΕΔ͜ͱʹΑΓɺ "*νϟοτϘοτͷճ࣭͕มΘͬͯ͠·͏Մೳੑ͕͋Δʂ ݹ͍υΩϡϝϯτͰ ͳ͘ճͰ͖͍ͯͨͷʹʜ ҙਤͨ͠ճ ߋ৽ޙͷυΩϡϝϯτͰ ޡͬͨճΛͯ͠͠·͏͜ͱ͕͋Δ φϨοδυϦϑτͷҰछ ؒҧͬͨճ ཁҼ
ɾจݴͷࠣࡉͳมԽ ɾϊΠζͱͳΔσʔλͷࠞࡏ ɾυΩϡϝϯτߏͷมԽ ɾνϟϯΫՕॴͷζϨͳͲʜ
εϐʔσΟʹφϨοδͷߋ৽Λߦ͑Δʜ ਫ਼ԼΛఆੑతʹධՁͰ͖ΔΈ͕ඞཁʂ
࣭ཧ͕Ͱ͖ΔύΠϓϥΠϯΛߏங͢Δ
࣮ࡍͷύΠϓϥΠϯ͕ͪ͜Β
ύΠϓϥΠϯͷίΞ෦ ͭͷεςοϓͰߏ͞Ε͍ͯΔ
4UFQલॲཧ ߋ৽ରͱͳΔυΩϡϝϯτ܈Λ"84ڥʹऩू͠ ޙଓͷॲཧΛ؆ܿʹ͢ΔͨΊͷมॲཧΛߦ͍·͢ ɾ3"(ͷݕࡧରʹͳΒͳ͍ϑΝΠϧΛআ֎͢Δ ɾෳࡶͳσΟϨΫτϦߏΛύΠϓϥΠϯ༻ʹ࠷దԽ͢Δ ͳͲΛߦ͏
4UFQϕΫτϧੜ υΩϡϝϯτͷΫϦʔχϯάͱνϟϯΩϯάΛߦ͍ "NB[PO#FESPDLͷຒΊࠐΈϞσϧΛ༻ͯ͠ ׂ͞ΕͨνϟϯΫΛຒΊࠐΈϕΫτϧʹҰׅม͠·͢ ˞3"(Ͱ"*͕ॊೈʹυΩϡϝϯτΛݕࡧͰ͖ΔΑ͏ ྨࣅݕࡧͱ͍͏ख๏͕Ұൠతʹར༻͞Ε·͢ ͜ͷͱ͖ʹݕࡧʹ༻͢Δͷ͕ຒΊࠐΈϕΫτϧͰ͢
4UFQσʔληοτੜ υΩϡϝϯτΛ#FESPDLͷςΩετੜϞσϧʹࢀরͤ͞ɺ ࣭ͱճͷϖΞ σʔληοτ Λੜ͠·͢ ͜ΕʹΑΓɺυΩϡϝϯτ͕ߋ৽͞Εͨͱͯ͠ ࣗಈతʹධՁ༻σʔληοτΛ࡞͢Δ͜ͱ͕Ͱ͖·͢
σʔληοτ࡞ͷྫ ݩͱͳΔυΩϡϝϯτ ࠓͷ$POOQBTTΛྫʹ $POWFSTF"1*ͷ5PPM6TFΛ༻ͯ͠ 4USVDUVSFE0VUQVUͷΑ͏ͳܗͰ+40/Λੜͤ͞·͢ ͜͜ʹϝλσʔλΛՃ͑ͯɺධՁ༻ͷσʔληοτͱ͠·͢ ۩ମతʹࢀߟݩιʔεͷ63-Λ༩͢Δ
4UFQਫ਼ධՁ ࣮ࡍʹ"*νϟοτϘοτ͕༻͢ΔϓϩϯϓτΛ༻͍ͯ ݕࡧɾҾ༻ͷਫ਼ධՁΛߦ͍·͢ ɾݕࡧਫ਼ 3FUSJWBM)JU3BUF ɹྨࣅݕࡧͰऔಘͨ͠υΩϡϝϯτ͕σʔληοτͱҰக͍ͯ͠Δ͔Ͳ͏͔ ɾҾ༻ਫ਼ $JUBUJPO)JU3BUF
ɹ--.͕ճͷࢀߟͱͯ͠Ҿ༻ͨ͠υΩϡϝϯτ͕σʔληοτͱҰக͍ͯ͠Δ͔Ͳ͏͔ ҎԼͷ࣠Λ3"(γεςϜͷਫ਼ධՁʹ༻͠·͢
ύΠϓϥΠϯͷӡ༻ίετΛԼ͛Δ 'BSHBUFλεΫͷதͰ ධՁ༻ίϯςφͱ7FDUPS%#ίϯςφͷ ͭΛىಈͯ͠ਫ਼ධՁΛߦ͍·͢ શαʔόϨεɺݻఆඅ༻ͳ͠Ͱ ਫ਼ධՁ͕Ͱ͖ΔΑ͏ʹʂ ˞ຊདྷͰ͋Ε0QFO4FBSDI4FSWJDF "VSPSBͳͲΛผ్ىಈ͢Δඞཁ͕͋Δ ˞νϟϯΫϝλσʔλͷ࣋ͪํ͕ෳࡶͰ͋ΔͨΊɺ,OPXMFEHF#BTFTͰͳ͘ผͷ7FDUPS%#Λ࠾༻͍ͯ͠Δ
ύΠϓϥΠϯಋೖͷޮՌ 👍φϨοδυϦϑτΛ͛ΔΑ͏ʹͳͬͨʂ ˠυΩϡϝϯτͷߋ৽ɾެ։ޙɺ͙͢ʹ3"(γεςϜөͰ͖ΔΑ͏ʹ ˠਫ਼ධՁͷείΞΛϞχλϦϯά͢Δ͜ͱͰɺਫ਼ԼΛ͙͢ʹݕͰ͖ΔΑ͏ʹ 👍࣭ςετͷΛେ෯ʹݮ͢Δ͜ͱ͕Ͱ͖ͨʂ ˠσʔληοτͷࣗಈ࡞ͳͲɺຊདྷͰ͋Εͷ͔͔Δ࡞ۀΛࣗಈԽ͢Δ͜ͱ͕Ͱ͖ͨ ˠͷݮʹΑΓɺυΩϡϝϯτߋ৽࣌ͷϦϦʔεΛਝʹߦ͑ΔΑ͏ʹ ˞ੜ"*ʹΑΔϋϧγωʔγϣϯ5PYJDJUZͳͲύΠϓϥΠϯʹΑΔࣗಈධՁͷΈͰશʹ୲อ͢Δ͜ͱ͕Ͱ͖ͳ͍ͨΊɺ ࣮ࡍʹઐࣝΛ࣋ͭΤϯδχΞʹΑΔਓతνΣοΫͱΈ߹Θͤͨ3"(γεςϜͷධՁΛߦ͍ͬͯΔ
·ͱΊ
🌟3"(γεςϜͰφϨοδυϦϑτʹؾΛ͚ͭΔඞཁ͕͋Δ ˠϦϦʔεޙܧଓతʹίϯςΩετΛΞοϓσʔτ͠ͳ͚ΕͳΒͳ͍ ˠߋ৽ޙʹਫ਼Լ͕ൃੜ͍ͯ͠ͳ͍͔Ͳ͏͔ࢹ͢ΔΈ͕͋Δ͜ͱ͕·͍͠ 🌟'BSHBUF 4UFQ'VODUJPOT #FESPDLͷΈ߹Θͤͱͯڧྗ ˠ͍ͣΕαʔόϨεͳαʔϏεͰɺӡ༻ཧͷίετΛେ෯ʹݮ͢Δ͜ͱ͕Ͱ͖Δ ˠϞσϧͷมߋλεΫͷՃͳͲɺγεςϜͷมߋʹରͯ͠ॊೈʹରԠͰ͖Δ ·ͱΊ
͍͞͝ʹએ IUUQTBXTBNB[PODPNKQCVJMEFST fl BTIDSFBUFSBHRVBMJUZQJQFMJOF "84ͷެࣜ8FCϚΨδϯʮ#VJMEFST fl BTIʯʹฐࣾͷࣄྫ͕ ܝࡌ͞Ε͍ͯ·͢ͷͰɺͪ͜Βͥͻ͝ཡ͍ͩ͘͞🙇
5IBOLZPVGPSMJTUFOJOH !UPTVSJˡ5XJUUFSϑΥϩʔ͓ئ͍͠·͢🙇