Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
CodeCatalystで生成AIチャットボットをデプロイしてみた @ クラメソさっぽろ勉強会 #2
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
SimSta
May 09, 2024
340
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
CodeCatalystで生成AIチャットボットをデプロイしてみた @ クラメソさっぽろ勉強会 #2
SimSta
May 09, 2024
More Decks by SimSta
See All by SimSta
KAGにおけるClaude Enterpriseの社内導入プロセスを振り返る @ KAG AI Week Summer
shimagaji
1
250
緊急地震速報を受信したら配信を制御する仕組みを作ってみた @Media-JAWS x JAWS-UG千葉
shimagaji
1
180
セキュリティ運用エージェントGuardDuty-Operatorを作って社内に配ってみた @ JAWS-UG SRE支部
shimagaji
2
310
祝日にも対応なコスト節約ツールNAT-Schedulerの紹介 @ JAWS-UG 札幌×秋田コラボ
shimagaji
1
190
AgentCore RuntimeのCDKデプロイにdeploy-time-buildを使ってみよう @ JAWS-UG Sapporo
shimagaji
2
200
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
3
340
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
190
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
350
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
shimagaji
1
580
Featured
See All Featured
Context Engineering - Making Every Token Count
addyosmani
9
1.1k
The browser strikes back
jonoalderson
0
1.7k
The Organizational Zoo: Understanding Human Behavior Agility Through Metaphoric Constructive Conversations (based on the works of Arthur Shelley, Ph.D)
kimpetersen
PRO
0
450
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
128
56k
Getting science done with accelerated Python computing platforms
jacobtomlinson
2
480
HDC tutorial
michielstock
2
870
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
508
140k
Site-Speed That Sticks
csswizardry
13
1.5k
The untapped power of vector embeddings
frankvandijk
2
1.9k
Gemini Prompt Engineering: Practical Techniques for Tangible AI Outcomes
mfonobong
2
530
Building Adaptive Systems
keathley
44
3.2k
We Are The Robots
honzajavorek
0
380
Transcript
$PEF$BUBMZTUͰ ੜ"*$IBUCPUΛσϓϩΠͯ͠Έͨ 4JN4UB !TIJNBHBKJ Ϋϥϝιͬ͞ΆΖษڧձ DN@TBQQPSP@TUVEZ
ˡϗϫΠτγϚϦεͷΞϧλ
ࣗݾհ ɹ࡛ۄɹʢʙେֶͷ్த·Ͱʣ ˠࡳຈɹʢʙେֶɾʣ ˠਆಸʢʙେֶӃʙब৬ͯ͘͠Β͍ʣ ˠࡳຈɹʢʙ͘Β͍ɺݱࡏʣ ͖ͳ"84αʔϏεɿ4UFQ'VODUJPOT 4JN4UBʢΦϯϥΠϯͷ͕ͨ͢ʣ ,%%*ΞδϟΠϧ։ൃηϯλʔגࣜձࣾ ϓϥοτϑΥʔϜΤϯδχΞϦϯά෦ "84ೝఆ
!TIJNBHBKJ 5XJUUFS ΧάΧά 4FSWFSMFTT
ΦϑΟε͕ʢʣۙॴͰ͢ དྷҾͬӽ͚͢Ͳ
ϗϫΠτγϚϦεͱ Β͍ͯ͠·͢🐿 ˢେνϧλϦε 5XJUUFSΞΧϯτ͋ΔΑ !BMUB@XIJUFDIJQ ઌࡀʹͳΓ·ͨ͠🎂
աڈͷొஃࢿྉΞοϓͯ͠·͢ʢࠓͷࢿྉʂʣ IUUQTTQFBLFSEFDLDPNTIJNBHBKJ
ݸਓϒϩάΛӡ༻͍ͯ͠·͢͠·͕͡ ͠Ήͦ͘ "84ΞοϓσʔτΛ ຖिߋ৽ʂ ͦͷଞ ΫϥυΨδΣοτ γϚϦεͷͳͲ
"HFOEB • ͡Ίʹ • ࠓɺ#FESPDL͕Ξπ͍ • $PEF$BUBMZTUͱʁ • ੜ"*νϟοτϘοτΛσϓϩΠͯ͠Έͨ •
#MVFQSJOUΛ͓͏ • νϟοτϘοτͷ֓ཁ • $PEF$BUBMZTUͷखॱ • σϞ • ࣮ࡍͬͯΈͯͲ͏ʁ • ·ͱΊ
͡Ίʹ
ࠓɺ#FESPDL͕Ξπ͍
#FESPDLͱʁ "NB[PO"*ελʔτΞοϓ͕։ൃͨ͠ଟ͘ͷج൫Ϟσϧʢ'.ʣΛ "1*ͰαʔόʔϨεʹར༻Ͱ͖ΔαʔϏε IUUQTKBQBO[EOFUDPNBSUJDMF"NB[PO8FC4FSWJDFT*OD
ʙͷΞοϓσʔτ͕Ξπ͍ʢ݅ʣ w.JTUSBM-BSHF͕#FESPDLͰར༻Մೳʹ w.FUB-MBNB͕#FESPDLͰར༻Մೳʹ w"OUISPQJD$MBVEF0QVT͕#FESPDLͰར༻Մೳʹ w$PIFSF$PNNBOE3ͱ$PNNBOE3 ͕#FESPDLͰར༻Մೳʹ w5JUBO*NBHF(FOFSBUPS͕#FESPDLͰҰൠఏڙ։࢝ w5JUBO5FYU&NCFEEJOHT7͕#FESPDLͰར༻Մೳʹ w5JUBO5FYU1SFNJFS͕#FESPDLͰར༻Մೳʹ w#FESPDL͕ύϦϦʔδϣϯͰར༻Մೳʹ
w#FESPDL͕γυχʔϦʔδϣϯͰར༻Մೳʹ w#FESPDL͕ϜϯόΠϦʔδϣϯͰར༻Մೳʹ w,OPXMFEHF#BTFTGPS"NB[PO#FESPDL͕0QFO4FBSDI4FSWFSMFTTʹର͢ΔϓϥΠϕʔτωοτϫʔΫϙϦγʔΛαϙʔτ w,OPXMFEHF#BTFTGPS"NB[PO#FESPDL͕$MPVE'PSNBUJPOͱ4FSWJDF2VPUBTΛαϙʔτ w,OPXMFEHF#BTFTGPS"NB[PO#FESPDL͕$MBVEF)BJLVΛαϙʔτ w,OPXMFEHF#BTFTGPS#FESPDL͕୯ҰυΩϡϝϯτΛ༻͍ͨ؆ૉԽ͞Εͨ2"ػೳΛՃ w,OPXMFEHF#BTFTGPS#FESPDL͕ෳͷσʔλιʔεΛαϙʔτ w,OPXMFEHF#BTFTGPS#FESPDL͕ϕΫλʔετΞͱͯ͠.POHP%#"UMBTΛαϙʔτ w"HFOUTGPS#FESPDLͰ$MBVEF)BJLV͓Αͼ4POOFU͕ར༻Մೳʹ w"HFOUTGPS#FESPDLͷΤʔδΣϯτ࡞͕؆ૉԽ͠ɺ3FUVSOPG$POUSPMػೳ͕Ճ w"HFOUTGPS#FESPDL͕ϓϩϏδϣϯυεϧʔϓοτΛαϙʔτ w5JUBO*NBHF(FOFSBUPSͷΥʔλʔϚʔΫݕग़ػೳ͕ϦϦʔε w#FESPDLͰΧελϜϞσϧ͕ΠϯϙʔτՄೳʹ w#FESPDLͷϞσϧධՁ͕ϦϦʔε w(VBSESBJMTGPS#FESPDL͕ϦϦʔε͞Εɺ৽͍͠ίϯτϩʔϧ͕Ճ w#FESPDL4UVEJP͕ϦϦʔε ͜ͷଞʹαΠϨϯτΞϓσ͋ΔΒ͍͠ʜ
(8தʹΞοϓ͞Εͨهࣄͷ͕Ξπ͍ IUUQTEFWDMBTTNFUIPEKQUBHTBNB[POCFESPDL
৽ػೳ#FESPDL4UVEJP͕Ξπ͍
ೖهࣄ͋Γ·͢
ॻ੶ग़·͢#FESPDL։ൃೖ IUUQTUXJUUFSDPNNJOPSVOTUBUVT
ʹྑ͛͞ͳΞοϓσʔτ͕͋Γ·ͨ͠ ͠·͕͡ʂΑΓ 8IBU`T/FXΑΓ
$PEF$BUBMZTUͱʁ
$PEF$BUBMZTUɿ౷߹ιϑτΣΞ։ൃαʔϏε ߏࡁΈͷ#MVFQSJOUΛ༻͍ͨਝͳϓϩδΣΫτ࡞ ඞཁͳύοέʔδΛඋ͑ͨΫϥυϕʔεͷ౷߹։ൃڥʢ*%&ʣͷఏڙ ίʔυϦϙδτϦΛඋ͑ͨϑϧϚωʔδυͳ(JUڥ εέʔϥϒϧͳίϯϐϡʔςΟϯάڥΛ༻͍ͨ$*$%ύΠϓϥΠϯͷ࡞ νʔϜͰͷ։ൃΛՃ͢Δ༷ʑͳίϥϘϨʔγϣϯػೳ ͳΜ͔ࣅͨΑ͏ͳαʔϏε͕ੲ͋ͬͨΑ͏ͳ
8PSLTIPQ͋Γ·͢ IUUQTDBUBMPHVTFBTUQSPEXPSLTIPQTBXTXPSLTIPQTGBCCGFEKB+1
ಋೖࣄྫ͋Γ·͢!+"84'&45" IUUQTTQFBLFSEFDLDPNHFOLJPHBTBXBSBDEQBJQVSBJO λάλά ͬͪ͜ ΧάΧά
ੜ"*νϟοτϘοτΛ σϓϩΠͯ͠Έͨ
#MVFQSJOUΛ͓͏
#MVFQSJOUͱ • ϥϧͷӈ͕࣋ͭೳྗͷҰͭ • ఈͷͱ͋ΔॴͰೖखՄೳ • ഇ߭ͳͲʹ͍ΔࣥࣄΰʔϨϜΠʔΨஂͷ ڌ͔ΒઃܭਤΛೖख͠ɺࢄΒͬͨ
ύʔπΛҰॠͰઃܭਤ௨Γʹ Έ্͛Δ͜ͱ͕Ͱ͖Δ • Γͳ͍ΞΠςϜκφχϜͰิͰ͖Δ • ϧτϥϋϯυΛͬͯࣗͰ࡞ͬͨ ͷΛ͓ؾʹೖΓػೳͰอଘ͓ͯ͘͠ ͜ͱͰ͖Δ
#MVFQSJOUͱ • $PEF$BUBMZTUͷػೳͷҰͭ • 1SPKFDUͷ࡞ը໘Ͱར༻Մೳ • "84ͷαʔϏεΛΈ߹Θͤͨ ΞϓϦέʔγϣϯͷαϯϓϧΛબ͠ɺ
ଈ࠲ʹࣗͷ"84ڥσϓϩΠ͢Δ ͜ͱ͕Ͱ͖Δ • Γͳ͍ػೳࣗͰదٓิͰ͖Δ • ݸਓνʔϜͰ࡞ͬͨΞϓϦέʔγϣϯΛ $VTUPN#MVFQSJOUͱͯ͠อଘ͓ͯ͘͠ ͜ͱͰ͖Δ
νϟοτϘοτͷ֓ཁ
νϟοτϘοτͷߏ $MBVEFͳͷ͕एׯո͍͠
νϟοτϘοτͷػೳ • ೝূ • ձͷ࡞ɺอଘɺআ • ฦͷίϐʔ • ձͷࣗಈఏҊ •
ϚʔΫμϯܗࣜ • ίʔυͷߏจڧௐදࣔ • ετϦʔϛϯάԠ • *1੍ݶʢΦϓγϣϯʣ • ϓϩϯϓτͷमਖ਼ɺ࠶ૹ৴ • ࠃࡍԽʢଟݴޠରԠʣ ɺӳɺؖɺத • ϞσϧͷΓସ͑ • ΧελϜϘοτͷ࡞ͱڞ༗ • 3"( • ༻ྔੳ
$PEF$BUBMZTUͷखॱ
ࣄલ४උʢ࡞ՄೳͳϦʔδϣϯʣ • #VJMEFS*%Λ࡞͠ɺ$PEF$BUBMZTUͷεϖʔεΛ࡞͢Δ ˠϝʔϧΞυϨεͰొՄೳ • "84ΞΧϯτͷ#FESPDLͰϞσϧΞΫηεΛڐՄ͢Δ • "OUISPQJD$MBVEF0QVTʢΦϨΰϯͷΈʣ •
"OUISPQJD$MBVEF4POOFU • "OUISPQJD$MBVEF)BJLV • $PIFSF&NCFE.VMUJMJOHVBM • Ϧιʔεͱผʹɺ#FESPDLͷϦʔδϣϯࢦఆ͕ඞཁ ࣌ͰόʔδχΞ෦ɺΦϨΰϯͷΈ ʢ্هϞσϧύϦɺγυχʔɺϜϯόΠͰ͑Δʣ
Ϧʔδϣϯ͍͜͠ • $PEF$BUBMZTUຊମͷϦʔδϣϯ ˠΦϨΰϯ·ͨΞΠϧϥϯυ • ࡞͢ΔϦιʔε ˠجຊతʹͲ͜Ͱ͍͍ •
#FESPDLͷϦʔδϣϯ ˠόʔδχΞ෦·ͨΦϨΰϯ ʢ0QVT͏ͳΒΦϨΰϯʣ ໘ͳΒ શ෦ΦϨΰϯ ͖ͳϦʔδϣϯൃදΧάΧά
#MVFQSJOUબը໘
ઃఆ߲
࡞ʂ
σϓϩΠதʜ
ίέͨ EPDLFSΠϝʔδͷϏϧυதʹετϨʔδ͕Γͳ͘ͳͬͨΒ͍͠ʜʁ
՝ۚͯ͠Έͨ
௨ͬͨʂ લஈͷϫʔΫϑϩʔͱ߹ΘͤΔͱॳճσϓϩΠ͓Αͦ͘Β͍
$MPVE'SPOU63-͔ΒΞΫηεͰ͖ͨʂ
Ϣʔβʔͷ࡞ʹ͍ͭͯ ϓϩδΣΫτ࡞࣌ʹηϧϑͰΞΧϯτΛ࡞Ͱ͖ͳ͍Α͏ʹ͍ͯ͠Δ߹ $PHOJUPϢʔβʔϓʔϧ͔ΒϢʔβʔΛ࡞͢Δ
ϩάΠϯޙͷը໘ ͳΜ͔0QVTαϙʔτ͞Ε͍ͯΔͬΆ͍ʢՃʣͰ͕͢ ΦϨΰϯͰͳ͍ͱར༻Ͱ͖ͳ͍ͨΊΤϥʔʹͳΓ·͢
σϞ
࣮ࡍͬͯΈͯͲ͏ʁ
CPU࡞ػೳʢ3"(͖ʣ ΠϯετϥΫγϣϯͱ63-·ͨϑΝΠϧΛ༩͑Δ͚ͩͰ (15TͷΑ͏ͳ3"(νϟοτϘοτ͕࡞ΕͯϢʔβʔؒͰڞ༗Ͱ͖Δ
ϚϧνϞʔμϧରԠ ը૾ΛΞοϓϩʔυ·ͨϖʔετ͢Δ͜ͱͰ ը૾ͱςΩετ྆ํΛͱʹճΛੜͯ͘͠ΕΔ
ίετઅόονϦ ϕΫλʔετΞͱͳΔ"VSPSB4FSWFSMFTTͷ ىಈఀࢭ࣌ࠁΛࢦఆͰ͖Δ
ͪΐͬͱؾʹͳͬͨ • 'SFF5JFSͩͱϏϧυ࣌ʹετϨʔδαΠζ͕Γࣦͣഊ͢Δ ˠ΄΅4UBOEBSEҎ্ͷ5JFSલఏɺҰԠϩʔΧϧ$%,Ͱ0, • Ϗϧυʹ͕͔͔ͦͦ࣌ؒ͜͜Δ • ΞϓϦέʔγϣϯͷϥΠϒϥϦ͕ͪΐͬͱݹ͍͔ʁ •
͍͍ͩͨαʔόʔϨεͳͷͰ͓ࡒʹ༏͍͕͠ɺݸਓͩͱ $IBU(151MVT$MBVEF1SPͱ͍ͬͨఆֹαʔϏεͷํ͕͍҆ ʢηΩϡΞͰΧελϚΠζՄೳͳར͋Δʣ • /"5(BUFXBZ͕ݸσϓϩΠ͞ΕΔ
ओཁϦιʔεͷ͓͓Αͦͷར༻ྉʢόʔδχΞ෦ʣ ͬ͘͟Γ݄υϧ͔Βʢ͍͍ͩͨ/"5(BUFXBZͷ͍ͤʣ $%,ฤू͢ΕͬͱઅͰ͖Δͱࢥ͍·͢ ֹ݄ උߟ 8"' υϧ 8FC"$- ϧʔϧݸ 4FDSFUT.BOBHFS
υϧ ϕΫλʔετΞ༻ͷ γʔΫϨοτݸ "VSPSB4FSWFSMFTT υϧ ࣌ؒՔಇΛఆ ৗ࣌"$6ΛԾఆ /"5(BUFXBZ υϧ /"5(BUFXBZͱ ύϒϦοΫ*1WΞυϨεݸ $PEF$BUBMZTU υϧ 4UBOEBSE5JFS ͦͷଞ ʙυϧ νϟοτ3"(ͷ༻ྔʹΑΔ
ͱ͍͑ʜ ͍͍ͩͨͷاۀνϟοτϘοτ ͜ΕͰेͳͷͰʁʁ
·ͱΊ
·ͱΊ • $PEF$BUBMZTU͔Βੜ"*ͷଟػೳνϟοτϘοτ͕ ΊͪΌͪ͘Ό؆୯ʹ࡞Εͨ • $MBVEFͷ֤Ϟσϧ͕͑Δ΄͔ɺೝূ8"'ɺ 3"(ϚϧνϞʔμϧͳͲҰ௨Γͷͷ͕ἧ͍ͬͯΔ •
'SFF5JFSͩͱͭ·͔ͮ͘ɺྉۚతʹݸਓͩͱߴΊ • ಛʹͩ͜ΘΓ͕ͳ͍اۀͷੜ"*νϟοτ͜ΕͰ͍͍Ͱ͢ • ͩ͜ΘΓͷ͋Δاۀ͜ΕΧελϚΠζ͢Ε͍͍ͱࢥ͏
ࠂɿొஃ͠·͢ʂ ΫϥυωΠςΟϒºαʔόʔϨεº4UFQ'VODUJPOTͳΛ͢Δ༧ఆͰ͢
5IBOLZPVʂ