AWSの2025年最新トレンドをフル活用してフルサーバーレスな司書エージェントを作ってみた @ JAWS-UG Sapporo

Transcript

1. "84ͷ೥࠷৽τϨϯυΛϑϧ׆༻ͯ͠
   ϑϧαʔόʔϨεͳ࢘ॻΤʔδΣϯτΛ
   ࡞ͬͯΈͨ
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2. ࣗݾ঺հ 
   +BQBO
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   "84
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   ࡛ۄˠࡳຈˠਆಸ઒ˠࡳຈ
   ޷͖ͳ"84αʔϏεɿ
   4UFQ
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   ,%%*ΞδϟΠϧ։ൃηϯλʔגࣜձࣾ
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3. "HFOEB • ೥ͷ࠷৽τϨϯυ঺հ
   • ࢘ॻΤʔδΣϯτͷ֓ཁ
   • σϞ
   • ॴײͱؾ෇͖
   • ·ͱΊ
4. ೥ͷ࠷৽τϨϯυ঺հ
5. #FESPDL
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6. 4USBOET
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8. "VSPSB
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   େن໛ར༻Ͱ΋ͪΐͬͱͨ͠ར༻Ͱ΋࢖͍΍͍͢
9. ,JSP ʮ࢓༷ۦಈ։ൃʯʹಛԽͨ͠ੜ੒"*ΤʔδΣϯτ౥ࡌ*%& w7JCFͱ4QFDͷϞʔυ͕͋Δ
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10. "NB[PO
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    4POOFU
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    wʢ࣌఺ʣఆֹͰɺ໌ࣔతͳϨʔτϦϛοτ͕ແ͍ͷ͕ͱͯ΋͏Ε͍͠
11. ࢘ॻΤʔδΣϯτͷ֓ཁ
12. ʢࢀߟʣաڈʹ࡞੒ͨ͜͠ͱͷ͋ΔΤʔδΣϯτ IUUQTTQFBLFSEFDLDPNTIJNBHBKJCFESPDLBHFOUTXPEB[BJTJUBUVTIVHVBOMJMJOFDIBUCPUXP[VPSPVUPTJUFNJUBBUKBXTVHZPLPIBNB
13. ʢࢀߟʣաڈʹ࡞੒ͨ͜͠ͱͷ͋ΔΤʔδΣϯτ IUUQTTQFBLFSEFDLDPNTIJNBHBKJCFESPDLBHFOUTXPEB[BJTJUBUVTIVHVBOMJMJOFDIBUCPUXP[VPSPVUPTJUFNJUBBUKBXTVHZPLPIBNB
14. ࠓճͷ࢘ॻΤʔδΣϯτͷߏ੒ AWS Cloud ECR AgentCore Runtime Knowledge Base Streamlit Cognito User Lambda Aurora DSQL Retrieve S3 Vector Invoke Query Retrieve Generate Token AgentCore Gateway Tavily AgentCore Gateway ଂॻφϨοδϕʔε ିग़؅ཧσʔλϕʔε Strands Agents
15. ࠓճͷ࢘ॻΤʔδΣϯτͷߏ੒ AWS Cloud ECR AgentCore Runtime Knowledge Base Streamlit Cognito User Lambda Aurora DSQL Retrieve S3 Vector Invoke Query Retrieve Generate Token AgentCore Gateway Tavily AgentCore Gateway ଂॻφϨοδϕʔε ିग़؅ཧσʔλϕʔε Strands Agents 4USBOET
    "HFOUTͰ
    ϚϧνΤʔδΣϯτΛఆٛ͠ɺ
    ίϯςφͱͯ͠3VOUJNFʹϗετ 4USBOETͷπʔϧͰ
    ,OPXMFEHF
    #BTFΛΫΤϦ ଂॻʹͳ͍ਤॻ͸
    5BWJMZͰΠϯλʔωοτݕࡧ
    ʢࠓճ͸࣮૷ؒʹ߹Θͣʜʣ "HFOU$PSF
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16. ࢘ॻΤʔδΣϯτͷػೳ • 4USBOET
    "HFOUTͰఆٛͨ͠ϚϧνΤʔδΣϯτߏ੒
    • ؂ಜऀʢ4VQFSWJTPSʣΤʔδΣϯτ
    • ਤॻݕࡧαϒΤʔδΣϯτ
    • ,OPXMFEHF
    #BTF͔Βਤॻ৘ใΛΫΤϦ͠ճ౴
    • 5BWJMZΛ࢖ͬͨΠϯλʔωοτݕࡧػೳ͸ؒʹ߹Θͳ͔ͬͨʜ
    • ିग़؅ཧαϒΤʔδΣϯτ
    • #FESPDL
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    %42-ΛΫΤϦͯ͠ɺࡏݿ֬ೝɺିग़ɺฦ٫ɺԆ௕Λߦ͏
17. ϋϯζΦϯͷίʔυ౳ࢀߟʹ͍͖ͤͯͨͩ͞·ͨ͠ w4USBOET
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18. 4USBOETͱ"HFOU$PSFͰར༻Ͱ͖Δπʔϧ • 4USBOETʹ͸ωΠςΟϒπʔϧ͕༻ҙ͞Ε͍ͯΔ
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    • 4USBOET͔Β.$1αʔόʔΛݺͼग़͢͜ͱ΋Ͱ͖Δ
    • "HFOU$PSF
    (BUFXBZͰ΋ωΠςΟϒ౷߹͕͋Δ
    • "HFOU$PSF
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    • ͦͷؾʹͳΕ͹Ͳͷஈ֊Ͱ΋ಉ͡Α͏ͳπʔϧΛ௥ՃՄೳ
    ˠͲͷπʔϧΛͲ͜Ͱݺͼग़͔͢͸͚ͬ͜͏ߟྀ͕ཁΔ
19. σϞ
22. ࡞੒ͯ͠Έͨॴײɺؾ෇͖ • "NB[PO
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    • "NB[PO
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    • ͜ͷ͘Β͍ͷΞϓϦέʔγϣϯΛ࡞Δͷʹ,JSPͷ4QFD͸ա৒ͩͬͨʜ
    • "VSPSB
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23. ·ͱΊ
24. ·ͱΊ • #FESPDL
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    • #FESPDL
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    • πʔϧΛͲ͏࣮૷͢Δ͔ɺ֤ΤʔδΣϯτͷৼΔ෣͍ΛͲ͏͢Δ͔Λ
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25. 5IBOL
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