Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Amazon Q DeveloperでMCP Serverを使ってKnowledge Base...
Search
SimSta
May 10, 2025
1
360
Amazon Q DeveloperでMCP Serverを使ってKnowledge Baseを呼び出してみた @ JAWS-UG 彩の国埼玉支部#1
SimSta
May 10, 2025
Tweet
Share
More Decks by SimSta
See All by SimSta
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
shimagaji
1
91
AWS Media Servicesを使ってAmazon IVSとYouTubeへの同時配信を試してみた @ JAWS-UG千葉支部 x Media-JAWS
shimagaji
1
95
AWSアップデートまとめ #しむそく をFun Done Learnで振り返る @ JAWS-UG Tokyo
shimagaji
2
260
KAG社内のPlatform Engineeringをちょっとだけ紹介します @ Sapporo Engineer Base
shimagaji
0
39
日本からre:Inventを支えた活動報告&ミニre:Cap @ JAWS-UG Sapporo
shimagaji
0
100
Step FunctionsとInfrastructure Composerで挑むローコード × Platform Engineering @ JAWS-UG 青森
shimagaji
1
310
スクラムチームのDevOpsを支えるPlatform Engineering @ 実践DevOps! 〜KAGとkubellの取り組み〜
shimagaji
0
100
日本からre:Inventを支える技術 @ re:Invent2024 北海道組 事前勉強会
shimagaji
0
110
KDDI CCoEからKAG Platform Engineeringへ受け継がれたもの、変わったもの @ CCoE実践者コミュニティ北海道
shimagaji
0
100
Featured
See All Featured
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
32
1.4k
Embracing the Ebb and Flow
colly
86
4.8k
Become a Pro
speakerdeck
PRO
29
5.5k
YesSQL, Process and Tooling at Scale
rocio
173
14k
Fireside Chat
paigeccino
39
3.6k
Fashionably flexible responsive web design (full day workshop)
malarkey
407
66k
The Power of CSS Pseudo Elements
geoffreycrofte
77
5.9k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
8
460
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
18
1.1k
Code Reviewing Like a Champion
maltzj
525
40k
How to train your dragon (web standard)
notwaldorf
96
6.2k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3k
Transcript
"NB[PO2%FWFMPQFSͰ .$14FSWFSΛͬͯ ,OPXMFEHF#BTFΛݺͼग़ͯ͠Έͨ 4JN4UB !TIJNBHBKJ +"846(࠼ͷࠃ࡛ۄࢧ෦ KBXTVH@TBJOPLVOJ
ࣗݾհ ɹ࡛ۄɹʢʙେֶͷ్த·Ͱʣ ˠࡳຈɹʢʙେֶɾʣ ˠਆಸʢʙେֶӃʙब৬ͯ͘͠Β͍ʣ ˠࡳຈɹʢʙݱࡏʣ ͖ͳ"84αʔϏεɿ4UFQ'VODUJPOT 4JN4UBʢΦϯϥΠϯͷ͕ͨ͢ʣ ,%%*ΞδϟΠϧ։ൃηϯλʔגࣜձࣾ ϓϥοτϑΥʔϜΤϯδχΞϦϯά෦ 4FSWFSMFTT
ΧάΧά !TIJNBHBKJ 5XJUUFS
"844VNNJU+BNͱ(BNF%BZશৼΓͰ͢
ϗϫΠτγϚϦεͱ Β͍ͯ͠·͢🐿 ˢେνϧλϦε
"HFOEB • "NB[PO2%FWFMPQFSͬͯʁ • .$14FSWFSΛͬ͘͟ΓΔ • σϞ • ੜ"*ϑϨϯυϦʔΛࢦ͢ •
·ͱΊ
"NB[PO2%FWFMPQFSͬͯʁ
"NB[PO2ϑΝϛϦʔͱ%FWFMPQFS "NB[PO2ɿ"84ϫʔΫϩʔυΛࢧԉ͢Δੜ"*Ξγελϯτ "NB[PO2#VTJOFTT "NB[PO2%FWFMPQFS QuickSight Connect Supply Chain SageMaker AI
"NB[PO2%FWFMPQFS͚ͩͰΊͪΌଟ͍ ͜ͷ΄͔ɺ(JU-BC%VP(JU)VCʢ1SFWJFXʣʹ2%FWFMPQFSΛࡌͰ͖Δ ࠓճ͜Εͷ
74$PEFͰར༻Ͱ͖Δ"NB[PO2%FWFMPQFS νϟοτػೳ ຊޠରԠʂ ΤʔδΣϯτػೳࡌ͠ ΦϯΦϑ͕Ͱ͖Δ $-*ͱಉ༷ͷੑೳΛ͕࣋ͭ ͪΐͬͱػೳ͕ҟͳΔ ੬ऑੑεΩϟϯػೳ ʢSFWJFXʣ ݁Ռͷ֬ೝͷ΄͔
मਖ਼ίʔυఏҊͯ͘͠ΕΔ λʔϛφϧʢ$-*ʣͰར༻Մೳͳ$MBVEF4POOFUࡌ"*ΤʔδΣϯτͱͷνϟοτػೳ ίʔυੜ͚ͩͰͳ͘ɺϑΝΠϧͷૢ࡞ɺγΣϧ"84$-*ͷ࣮ߦͳͲ͕Մೳ ίʔυͷఏҊػೳ $PEF8IJTQFSFS͔࣌Β ͋ͬͨͭ ӈΫϦοΫͰ ͍Ζ͍Ζͳػೳ͑Δ
74$PEFͰར༻Ͱ͖Δ"NB[PO2%FWFMPQFS ແྉ൛#VJMEFS*% ༗ྉ൛ *".*EFOUJUZ$FOUFSͰ ϢʔβʔΛཧ͢Δ ˙˙˙ͷ֤ػೳ ແྉ൛ͩͱ ճ੍ݶ͋Γ νϟοτ݄ճͳͲ
WΑΓ.$14FSWFSʹରԠ ݱࡏɺόάमਖ਼൛ͷWΛਪ WҎલʹ.$1༗ޮԽˠ3FWFSUˠ༗ޮԽˠ3FWFSUͷϩά͕ͨ͘͞Μ͋ͬͨ
NDQKTPOΛهड़͢Δ͚ͩͰར༻Մೳ BXTMBCTNDQͰհ͞Ε͍ͯΔઃఆྫɺผ్ύοέʔδཧπʔϧVWͷΠϯετʔϧ͕ඞཁ
.$14FSWFSΛ ͬ͘͟ΓΔ
.$14FSWFS͕ͳ͍߹ #FESPDL"HFOUʹΑΔπʔϧͷར༻ಠࣗن֨ʢωΠςΟϒଓʣͷ "DUJPO(SPVQʢ-BNCEBʣ͔,OPXMFEHF#BTFʹݶΒΕͨ Bedrock Agent Action Group Action Group Knowledge
Base ಠࣗن֨ ಠࣗن֨ ಠࣗن֨
.$14FSWFS͕͋Δ߹ ͋ΒΏΔΤʔδΣϯτ͕ڞ௨ن֨Ͱ.$14FSWFSʹଓ͠ ༷ʑͳπʔϧαʔϏεΛར༻͢Δ͜ͱ͕Ͱ͖Δ Bedrock Agent Lambda Terraform Knowledge Base ಠࣗن֨
ಠࣗن֨ Q Developer Agent Cline .$14FSWFS .$14FSWFS .$14FSWFS ڞ௨ن֨ πʔϧͷݺͼग़͠
σϞ
ࠓճͷߏ Bedrock Agent Lambda Terraform Knowledge Base & Storage Browser
for S3 ಠࣗن֨ ಠࣗن֨ Q Developer Agent Cline .$14FSWFS .$14FSWFS .$14FSWFS ڞ௨ن֨ πʔϧͷݺͼग़͠
$POUFYUͱ1SPGJMF $POUFYU "*ΤʔδΣϯτʹ༧Ί༩͑Δ ϓϩϯϓτʢࢦࣔʣ υΩϡϝϯτͷϑΝΠϧ 1SPGJMF ಡΈऔΔ$POUFYUͷू߹Λ ཧ͢ΔͨΊͷϦιʔε ͍ͣΕ͔ͭΛબͯ͠ద༻͢Δ ڞ௨$POUFYUʢ(MPCBMʣ
BNB[PORSVMFT NE 3&"%.&NE "NB[PO2NE ݸผ$POUFYU """NE ###NE ݸผ$POUFYU $$$NE %%%NE 1SPGJMF" 1SPGJMF# ˞"NB[PO2%FWFMPQFS$-*ͷ߹ ʢνϟοτͩͱઃఆ͕ҟͳΔʣ
σϞͷΈ Knowledge Base .$14FSWFS 1SPGJMFTBJOPLVOJ 1SPGJMFTBJUBNB $POUFYU ࡛ۄݝͷ໊ॴ ͍ͨ͞·ࢢΓ͢ͷ ࡛ۄݝͷ໊ॴ
ΠΦϯϨΠΫλϯ ࡛ۄ՛ͱ͍͑ ࠼Ռͷๅੴ ࡛ۄ՛ͱ͍͑ ՃͤΜ͍ .$14FSWFSΛͬͯ ,OPXMFEHF#BTFΛݺΜͰ
$POUFYUͱ1SPGJMFʢ࠶ʣ $POUFYU "*ΤʔδΣϯτʹ༧Ί༩͑Δ ϓϩϯϓτʢࢦࣔʣ υΩϡϝϯτͷϑΝΠϧ 1SPGJMF ಡΈऔΔ$POUFYUͷू߹Λ ཧ͢ΔͨΊͷϦιʔε ͍ͣΕ͔ͭΛબͯ͠ద༻͢Δ ڞ௨$POUFYUʢ(MPCBMʣ
BNB[PORSVMFT NE 3&"%.&NE "NB[PO2NE ݸผ$POUFYU """NE ###NE ݸผ$POUFYU $$$NE %%%NE 1SPGJMF" 1SPGJMF# ϦϙδτϦͷτοϓͰࢦࣔΛ༩͑Δͱ͖ɺ σϑΥϧτͰ3&"%.&NEΛಡΉΑ͏ʹͳ͍ͬͯΔʂ
3&"%.&NEͱ͍͑ɾɾɾ
None
ৄ͘͠ʮΠϯφʔιʔεϚϯʯͰݕࡧͯ͠ΈΑ͏ʂ
ੜ"*ϑϨϯυϦʔΛࢦ͢
"*ΤʔδΣϯτΛݟਾ͑ͨϦϙδτϦઃܭ • ੜ"*ਖ਼֬ͳίϯςΩετʢϓϩϯϓτʣ͕༻ҙ͞Ε͍ͯΔ΄Ͳ ϛεϋϧγωʔγϣϯΛ͑ɺ࣭Λ্ͤ͞Δ͜ͱ͕Ͱ͖Δ ˠࠓ·Ͱͷੜ"*νϟοτϘοτͱಉ͡ • ੜ"*͕ΤʔδΣϯτͱ༷ͯ͠ʑͳ͜ͱΛࣗతʹ࣮ߦ͢Δʹ͋ͨΓ ͋ΒΏΔ࡞ۀ࡞ۀڥʹؔ͢ΔίϯςΩετΛἧ͑Δ͜ͱͰ ࣗಈԽͷޮͱ࣭Λ্ͤ͞Δ͜ͱ͕Ͱ͖Δ •
ΞϓϦέʔγϣϯΠϯϑϥͪΖΜɺϙϦγʔӡ༻ͳͲ ͯ͢ΛίʔυԽ͢Δʢ&WFSZUIJOHBT$PEFʣ͜ͱͰɺ ੜ"*ϑϨϯυϦʔͳΞϓϦέʔγϣϯϦϙδτϦΛ࣮ݱͰ͖Δʂ
·ͱΊ
·ͱΊ • "NB[PO2%FWFMPQFSʹΑΓؾܰʹ"*ΤʔδΣϯτΛར༻Ͱ͖Δ • .$14FSWFS͋ΒΏΔ"*ΤʔδΣϯτͷڞ௨ن֨Ͱɺ༷ʑͳ πʔϧαʔϏεΛݺͼग़͢͜ͱ͕Ͱ͖Δ • 1SPGJMFͱ$POUFYUΛͬͯ"*ΤʔδΣϯτͷࢦࣔ ݺͼग़͢.$14FSWFSͷௐΛߦ͑Δ •
3&"%.&Λ͡ΊɺΠϯϑϥӡ༻ͳͲ͋ΒΏΔͷΛίʔυԽ͠ɺ ੜ"*ϑϨϯυϦʔͳڥΛඋ͍ͯ͜͠͏
8IBU`T/FYU "84Ξοϓσʔτ·ͱΊͷऔΓΈʮ͠Ήͦ͘ʯͷৼΓฦΓΛ͠·͢
5IBOLZPVʂ