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AIレシート読み取り機能をRuby on Rails on AWSで実現するLLMにまつわる...
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moznion
December 18, 2024
Programming
3
970
AIレシート読み取り機能をRuby on Rails on AWSで実現するLLMにまつわるアレコレ / AI-based receipt reading function powered by LLM on Ruby on Rails on AWS
株式会社スマートバンク主催の『
やりたいことに対して「エンジニア」が足らんです!LT座談会
』の資料です。
moznion
December 18, 2024
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Transcript
"*ϨγʔτಡΈऔΓػೳΛ 3VCZPO3BJMTPO"84Ͱ ࣮ݱ͢Δ--.ʹ·ͭΘΔΞϨίϨ  ਫ Γ͍ͨ͜ͱʹରͯ͠ʮΤϯδχΞʯ͕ΒΜͰ͢ʂ-5࠲ஊձ גࣜձࣾεϚʔτόϯΫ!NP[OJPO
4NBSU#BOL *OD 4PGUXBSF&OHJOFFS 5BJLJ,BXBLBNJ !NP[OJPO !NP[OJPO !NP[OJPO !NP[OJPO
ݱঢ়ͷ#ͷΞʔΩςΫνϟ
͜Ε͕͜͏
"NB[PO#FESPDL --. $MBVEF
"NB[PO#FESPDL --. $MBVEF ݁
݁ʂʂ
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ͪΖΜQVNBͷ͜ͱͳΜ͔Λߟ͑ΔͱʮཧతʯͰͳ͍͕ʜʜ
"NB[PO#FESPDLΛ͏Ϟνϕʔγϣϯ
#FESPDLΛ͏Ϟνϕʔγϣϯͱ తʹݴ͏ͱʮ--.ج൫Ϟσϧ͕҆ఆӡ༻͞Ε͍ͯΔ͔Βʯ "1*ܦ༝Ͱ--.ͷϓϨΠϠʔͱܨ͗ࠐΉͱμϯ͍ͯ͠Δ͜ͱ͕͋Δ "OUISPQJD$MBVEF͕αϙʔτ͞Ε͍ͯΔͷͰಛผͳෆຬແ͍ ͱ͍͑0QFO"*ͷϞσϧΛ͍͍ͨͷࣄ࣮ʂʂʂʂ
"NB[PO/PWB׆༻Λݕ౼͍ͯ͠Δͱ͍͏ஈ֊ ҰํͰ#FESPDLͷศརػೳΈ͍ͨͳͷ͋·Γར༻͍ͯ͠ͳ͍ʜʜ
3BJMT ͱ͍͏͔3VCZ ͷ--."QQઃܭ
ͬ͘͟ΓϨΠϠʔ 1SPNQU .PEFM*0 $MJFOU "NB[PO#FESPDL $MJFOU
.PEFM*0 1SPNQU .PEFM*0 1SPNQU
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ྫਪ݁ՌΛಛఆͷEBUBNPEFMʹຒΊΔ ଞʹϓϩϯϓτ ͷςϯϓϨʔτ ͷϋογϡΛੜ͢Δͱ͍ͬͨ 1SPNQU
.PEFM*0 ۩ମతͳ--.ͷৄࡉΛ͍ͬͯΔϨΠϠ ೖྗ1BZMPBEͷఆٛɺύϥϝʔλ FHUPQ@Q ͳͲ 1SPNQUΛಛఆͷ--.͚ͷϦΫΤετʹมͯ͠$MJFOU
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$MJFOU "NB[PO#FESPDLΛհͯ͠--.ͱ௨৴͢ΔͨΊͷϨΠϠ ֓೦ͱͯ͠ΠϯϑϥϨΠϠʹ͍ۙ .PEFM*0Λड͚औΓɺͦΕ͕ߏங͢Δ1BZMPBEΛͬͯ #FESPDL"1*Λݺͼग़͢͜ͱʹΑΓ݁ՌΛऔಘ͢Δ
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ͦͷଞ͍Ζ͍Ζ
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ͳͲͳͲటष͍͜ͱ͔ͬ͠Γͬͯ·͢ʂ
ͱ͍͏ײ͡Ͱ͍ͬͯ·͢
ͬͨʙʙʙʙʙʙʙ --.ͰΕΔ͜ͱ͕૿͑ͨɺ͏Ε͍͠ʂʂʂʂ 3VCZͰ JF3BJMTͰ --.Λ׆༻ͨ͠ϓϩμΫτ࡞ΕΔɺͬͨʙʂʂʂ
͕ʜʜʂ
·ͩ·ͩ৭ʑΓ͍ͨ ͦͷҰํͰ ݱঢ়ͩͱ --.ͰΕͳ͍͜ͱ͋Δ طଘͷେنͳσʔλΛ׆༻ͨ͠ࢪࡦ ίετͷ
ͳͲͳͲʜʜ --.ͰΓͭͭɺಛఆྖҬʹಛԽͨ͠/-1.-Γ͍ͨʂʂ
·ͩ·ͩ৭ʑΓ͍ͨ Γ͍ͨ͜ͱ৭ʑ͋Γ·͢ʂʂʂ ͋·Γʹଟ͘ɺ༨ന͕Γͳ͍ͨΊ͜͜ʹॻ͚ͳ͍ ͱ͍͑ɺਖ਼ʹݴ͏ͱઐۀݚڀऀʹΓͳ͍͔ʜʜ
αʔϏε։ൃΛ͠ͳ͕ΒεϖγϟϦςΟΛൃشͰ͖Δਓً͕͚Δͱࢥ͍·͢ʂ