実は仲良し?Amplify Gen2と生成AI

JAWS-UG東京 ランチタイムLT会 #16 登壇資料
https://jawsug.connpass.com/event/331319/

1. ࣮͸஥ྑ͠ʁ
   "NQMJGZ
   (FOͱੜ੒"* 
   +"846(౦ژ
   ϥϯνλΠϜ-5ձ
   
   .BTBDIJLB
   ,VXBCBSB
2. ࣗݾ঺հ ℬ
   ݪɹ੓
   ກ .BTBDIJLB
   ,VXBCBSB ॴଐ େࡕγʔϦϯάҹ࡮גࣜձࣾ اը੡൛ຊ෦γεςϜਪਐ՝՝௕ ࢓ࣄ ࣾ಺γεςϜ։ൃɾಋೖɾอक झຯ υϥΠϒɾ೔ຊञɾಡॻʢٕज़ॻʣ ࠷ۙͷ׆ಈ w೥݄
   +"846(
   %&*Ͱॳొஃ
   🎉
   w೥݄
   +"846(
   େࡕ
   º
   "NQMJGZ
   +BQBO
   6TFS
   (SPVQͰొஃ
   w೥݄
   "84
   "NQMJGZ
   (FO
   
   'FTUJWBM
   JO
   +BQBOͰొஃ
   w೥݄
   +"846(
   %&*Ͱొஃ
   w೥݄
   "NQMJGZ
   #PPTU
   6Q
   Ͱొஃ
   w೥݄
   "NQMJGZ
   +BQBO
   6TFS
   (SPVQӡӦʹ+PJO
   🚀
   w೥݄
   +"846(
   %&*Ͱొஃ ίϛϡχςΟ ೥݄
   ӡӦϝϯόʔ ˙"NQMJGZ
   +BQBO
   6TFS
   (SPVQ ˙"EPCF
   ϓϨϦϦʔεϓϩάϥϜ ɾɾ "EPCF
   JMMVTUSBUPS
   
   5PQ
   +BQBOFTF
   1SF3FMFBTF
   $POUSJCVUPST
3. 4/4
   ϒϩά
   Ͱ೔ʑΞ΢τϓοτ IUUQT[FOOEFWNLEFWFMPQ IUUQTRJJUBDPN.,@5FDI @mkdev_10 IUUQTYDPNNLEFW@ 9 #MPH 2JJUB ;FOO 4MJEF IUUQTTQFBLFSEFDLDPNNLEFW
4. ͜Μͳ೰Έ͋Γ·ͤΜ͔ʁ wੜ੒"*ͱ࿈ܞ͢ΔΞϓϦ։ൃ͸͓΋͠Ζͦ͏ɻ͚ͩͲɻɻɻ
   w6*ͱ͔Ͳ͏΍ͬͯ࡞Δͷ
   ϑϩϯτΤϯυ͕ۤखɻ
   wόοΫΤϯυͷߏங͕Α͘Θ͔Βͳ͍ɻ νϟϨϯδ͍͚ͨ͠Ͳɻ΍Γํ͕Θ͔Βͳ͍ɻ ੜ੒"*ΞϓϦ։ൃ
5. ͦ͏ɻ"84
   "NQMJGZ
   ͳΒͶ ͦΜͳਓʹ͸"NQMJGZ
   (FO͸ͽͬͨΓ͔΋ʁ ࣮͸"NQMJGZ
   (FOͱੜ੒"*͸஥ྑ͠Ͱ͢ɻ
6. "NQMJGZ
   (FOͱ͸ʁͬ͘͟Γਤղ "NQMJGZ
   #BDLFOE %BUB 'VODUJPOT "VUI 4UPSBHF "NQMJGZ
   6* όοΫΤϯυ $%, #FESPDLͳͲ جຊϦιʔε ֦ுϦιʔε 💡ϙΠϯτ 5ZQF4DSJQUʹΑΔϑϩϯτΤϯυͱόοΫΤϯυͷڞ௨ݴޠͰͷίϛϡχέʔγϣϯɻ
   ίʔυϑΝʔετࢦ޲ʹΑΔόοΫΤϯυͷఆٛɻ%9ʢ%FWFMPQFS
   &YQFSJFODFʣ͕޲্ɻ $%,ʹΑΔ֦ு $*$%ͰσϓϩΠ (JUϓϩόΠμ "NQMJGZ
   )PTUJOH /FYU ϑϩϯτΤϯυ 5ZQF4DSJQU όοΫΤϯυ ϑϩϯτΤϯυ ͳͲ ௒͑Δ "84Ϧιʔεͱͷ ౷߹
7. "NQMJGZ
   (FOͱ͸ʁͬ͘͟Γਤղ "NQMJGZ
   #BDLFOE %BUB 'VODUJPOT "VUI 4UPSBHF "NQMJGZ
   6* όοΫΤϯυ $%, #FESPDLͳͲ جຊϦιʔε ֦ுϦιʔε 💡ϙΠϯτ 5ZQF4DSJQUʹΑΔϑϩϯτΤϯυͱόοΫΤϯυͷڞ௨ݴޠͰͷίϛϡχέʔγϣϯɻ
   ίʔυϑΝʔετࢦ޲ʹΑΔόοΫΤϯυͷఆٛɻ%9ʢ%FWFMPQFS
   &YQFSJFODFʣ͕޲্ɻ $%,ʹΑΔ֦ு $*$%ͰσϓϩΠ (JUϓϩόΠμ "NQMJGZ
   )PTUJOH /FYU ϑϩϯτΤϯυ 5ZQF4DSJQU όοΫΤϯυ ϑϩϯτΤϯυ ͳͲ ௒͑Δ "84Ϧιʔεͱͷ ౷߹ ࠓ೔͸ׂѪ 😭
8. "NQMJGZ
   (FO͸͞ΘͬͯͳΜ΅ "NQMJGZ
   (FOͷίʔυϑΝʔετʹΑΔ%9͸͞Θͬͯ͸͡ΊͯΘ͔Δ ϑϩϯτɺόοΫΤϯυɺͦͯ͠ੜ੒"*ͱͷ஥ྑ͠۩߹Λମݧͯ͠΄͍͠
9. ΍ͬͱຊ୊
   ຊ೔࿩͍ͨ͜͠ͱ
   w࠷৽ͷαϯϓϧ΍ϫʔΫγϣοϓͷڞ༗
   w͑ʁੜ੒"*ͱ஥ྑ͗ͯ͢͠"NQMJGZͷػೳͷҰ෦ʹʁʁʁ
   wʮ3'$ʯ"NQMJGZ
   "*ͷڞ༗ 💡ϙΠϯτ "NQMJGZ
   (FOͰੜ੒"*ΞϓϦ։ൃΛମݧͯ͠΄͍͠
10. ࠷৽ͷαϯϓϧ
    d
    "*τϥϕϧΞγελϯτ IUUQTHJUIVCDPNBXTTBNQMFTUSBWFMQFSTPOBMBTTJTUBOU 5SBWFM
    "TTJTUBOU
    "QQ "*ͷࢧԉΛड͚ͳ͕ΒཱྀߦܭըΛ࡞੒Ͱ͖Δ ΞϓϦɻ"QNQMJGZ
    Y
    #FESPDL
11. 5SBWFM
    "TTJTUBOU
    "QQͷ6* 💡ϙΠϯτ γϯϓϧͳαϯϓϧϓϩϯϓτΛ޻෉͢Δ͜ͱͰΧελϚΠζ΋Մೳ ◀︎ ౦ژཱྀߦܭըத
12. ମܥతʹֶ΂Δ͓͢͢ΊͷϫʔΫγϣοϓ 💡ϙΠϯτ ੜ੒"*ΞϓϦ։ൃΛ͔Βମܥతʹֶ΂Δָ͍͠ϫʔΫγϣοϓ ϫʔΫγϣοϓ "NQMJGZ
    #PPTUVQ :PV5VCF
    63- ࣌ؒ෼͝Ζ͔Β 4MJEF "84
    8PSLTIPQ
    63- 4QFBLFSEFDL
    63- -FBSOJOH
    1MBO
    (FOFSBUPS
    XJUI
    "84
    "NQMJGZ ੜ੒"*Λ࢖ֶͬͨशϓϥϯ࡞੒ΞϓϦΛ࡞ΕΔϫʔΫγϣοϓ "NQMJGZ
    #PPTU
    6Q
    Ͱ঺հ
    
13. ͳΜͱ‼஥ྑ͗ͯ͢͠ػೳͷҰ෦ʹ ⚠
    ஫ҙ ݱࡏ։ൃऀϓϨϏϡʔࠓޙ"1*ͷมߋͳͲͰࢿྉͱҰக͠ͳ͍Մೳੑ͕͋Γ·͢ɻ IUUQTHJUIVCDPNBXTBNQMJGZBNQMJGZVJJTTVFT
14. "NQMJGZ
    "*ͱ͸ʁ 💡ϙΠϯτ "NQMJGZ
    "*͸ΞϓϦʹ"*ػೳΛ؆୯ʹ௥ՃͰ͖Δ🚀
    3'$Ͱ͸"*
    $IBU͕࣮૷Մೳ
15. ͲΕ͙Β͍؆୯͔ͱ͍͏ͱ 💡ϙΠϯτ dߦͷίʔυͰੜ੒"*ͱͷ࿈ܞΞϓϦ͕ര஀🚀 ˝ϑϩϯτΤϯυ ˝όοΫΤϯυ ίϯϙʔωϯτఆٛ %BUBεΩʔϚఆٛ ϑϩϯτΤϯυ όοΫΤϯυΤϯυ ˝ͨͬͨ͜Ε͚ͩͰ͜͏ͳΔ
16. ձ࿩΍ը૾Ξοϓϩʔυ΋ରԠ‼6*ͷΧελϚΠζ΋ 💡ϙΠϯτ νϟοτͷجຊػೳΛ໢ཏɻը૾Ξοϓϩʔυʹ΋ରԠɻ
    3FBDUίϯϙʔωϯτͷ1SPQTΛௐ੔͢Δͱ6*ͷΧελϚΠζ΋Մೳɻ ˝ձ࿩ ˝ը૾ೝࣝ
17. ͲͷΑ͏ͳ࢓૊Έʁ 💡ϙΠϯτ ϩδοΫ΋"NQMJGZ
    6*Ͱఏڙ͞ΕΔͨΊɺ࠷খݶͰ"*
    $IBU͕࡞੒Մೳ🚀 "NQMJGZ
    6* 3FBDUίϯϙʔωϯτ όοΫΤϯυ ϑϩϯτΤϯυ "NQMJGZ
    #BDLFOE -
    $%,
    $POTUSVDUT IUUQTHJUIVCDPNBXTBNQMJGZBNQMJGZ CBDLFOEUSFFNBJOQBDLBHFTBJDPOTUSVDUT IUUQTHJUIVCDPNBXTBNQMJGZBNQMJGZVJ USFFNBJOQBDLBHFTSFBDUBJ
18. ͳΜͱؔ਺࣮ߦʹ΋ରԠ‼"HFOU
    $IBU΋ര଎࣮૷
    🚀 💡ϙΠϯτ -BNCEBΛ5PPMTʹొ࿥͢Δ͜ͱͰɺ"*͕࣮ߦ͢Δؔ਺Λ൑அ‼ ࢦࣔʹԠͯ͡"*͕-BNCEBΛ࣮ߦΛ൑அ‼ ˝63-͔Β಺༰ͷཁ໿ʢJ1IPOF1SPͷϖʔδʣ
19. ͪ͜ΒͷهࣄͰ·ͱΊͯ·͢ 💡ϙΠϯτ ελʔλʔΞϓϦͰ؆୯ʹߏங͕͸͡ΊΕΔ‼͝ڵຯ͋Ε͹هࣄ΋ݟͯͶ☺ IUUQTRJJUBDPN.,@5FDIJUFNTBFGEBGF IUUQTHJUIVCDPNECBOLTEFTJHOBNQMJGZBJTUBSUFS ελʔλʔΞϓϦ 2JJUB
    هࣄ "NQMJGZ
    "*ΛͨΊͯ͠Έͨ BNQMJGZBJTUBSUFS
20. ·ͱΊ w"NQMJGZ
    (FOͱੜ੒"*ʢ#FESPDLʣ͸஥ྑ͠
    αϯϓϧͨ͘͞Μ͋ΔΑʂ
    wੜ੒"*ΞϓϦ։ൃʹڵຯ͕͋Δํ͸"NQMJGZ
    (FOΛ৮ͬͯΈΑ͏ɻ
    w஥ྑ͗ͯ͢͠ػೳͷҰ෦ʹͳΓͦ͏ɻ"NQMJGZ
    "*ʹظ଴‼ ࢲ΋ίϯτϦϏϡʔτͨ͠Α🚀 IUUQTHJUIVCDPNBXTBNQMJGZBNQMJGZVJJTTVFT "NQMJGZ
    υΩϡϝϯτ IUUQTEPDTBNQMJGZBXT "NQMJGZ
    "*ʢ։ൃऀϓϨϏϡʔʣ
21. Ϣʔβʔάϧʔϓͷ঺հ IUUQTBXTBNQMJGZKQHJUIVCJP ެࣜϗʔϜϖʔδ IUUQTEJTDPSEHH+7F$$F#: %JTDPSEͷট଴ "NQMJGZ
    +BQBO
    6TFS
    (SPVQ🚀 w"NQMJGZ
    ʹؔ͢ΔΠϕϯτΛఆظ։࠵ɻ
    w%JTDPSEͰίϛϡχέʔγϣϯͯ͠·͢ɻ
    wͨ·ʹϥδΦͳΜ͔΋΍ͬͯ·͢ɻ ͝ڵຯ͋Ε͹ͥͻ%JTDPSE·Ͱ🙌 ͔͜͜ΒࢀՃͯ͠Ͷ👀
22. ݄೔
    "NQMJGZ
    #PPTU
    6Q
    
    ։࠵
    🚀 IUUQTBXTBNQMJGZKQDPOOQBTTDPNFWFOU ࢀՃ͸ίον☝ ΦϑϥΠϯ
    ౦ژ ΦϯϥΠϯ഑৴΋͋Γ Ԡื͸ίον☝ $POOQBTT ొஃऀืूத‼ (JUIVC
23. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠