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
AWS Chaliceで始める爆速サーバレスチャットボット開発!!
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
とすり
December 04, 2024
Programming
300
1
Share
AWS Chaliceで始める爆速サーバレスチャットボット開発!!
とすり
December 04, 2024
More Decks by とすり
See All by とすり
Amazon Bedrockを活用したRAGの品質管理パイプライン構築
tosuri13
5
1k
Honoを使ったリモートMCPサーバでAIツールとの連携を加速させる!
tosuri13
1
240
S3 VectorsとStrands Agentsを利用したAgentic RAGシステムの構築
tosuri13
6
570
GraphRAGの仕組みまるわかり
tosuri13
10
1.4k
NL2SQLを活用したExcelの生成AI利用アプローチ
tosuri13
0
120
RAGの精度が全然上がらない!! AOSSを使った社内RAG開発の反省
tosuri13
3
240
Amazon BedrockでサーバレスなAIお料理ボットを作成する!!
tosuri13
3
680
React + TextAliveでカッコいいLyric Applicatioinを作ろう!!
tosuri13
1
830
Radix UI & shadcn/uiのススメ
tosuri13
0
220
Other Decks in Programming
See All in Programming
Going Multiplatform with Your Android App (Android Makers 2026)
zsmb
2
350
Laravel Nightwatchの裏側 - Laravel公式Observabilityツールを支える設計と実装
avosalmon
1
320
Nuxt Server Components
wattanx
0
260
AIと共にエンジニアとPMの “二刀流”を実現する
naruogram
0
130
Strategy for Finding a Problem for OSS: With Real Examples
kibitan
0
140
Rethinking API Platform Filters
vinceamstoutz
0
11k
Java 21/25 Virtual Threads 소개
debop
0
340
The Monolith Strikes Back: Why AI Agents ❤️ Rails Monoliths
serradura
0
270
AI時代のPhpStorm最新事情 #phpcon_odawara
yusuke
0
130
AI活用のコスパを最大化する方法
ochtum
0
380
How Swift's Type System Guides AI Agents
koher
0
180
PHP 7.4でもOpenTelemetryゼロコード計装がしたい! / PHPerKaigi 2026
arthur1
1
540
Featured
See All Featured
Building Applications with DynamoDB
mza
96
7k
Keith and Marios Guide to Fast Websites
keithpitt
413
23k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
141
35k
SEO Brein meetup: CTRL+C is not how to scale international SEO
lindahogenes
1
2.5k
The Curse of the Amulet
leimatthew05
1
11k
Scaling GitHub
holman
464
140k
Why Our Code Smells
bkeepers
PRO
340
58k
[SF Ruby Conf 2025] Rails X
palkan
2
930
The World Runs on Bad Software
bkeepers
PRO
72
12k
Leading Effective Engineering Teams in the AI Era
addyosmani
9
1.8k
Git: the NoSQL Database
bkeepers
PRO
432
67k
Organizational Design Perspectives: An Ontology of Organizational Design Elements
kimpetersen
PRO
1
670
Transcript
AWS Ch a lice で ࢝ΊΔ രαʔόϨενϟοτ ボ οτ։ൃ!! 2024.12.04
ϏϤϯυษڧձ @tosuri13
ͱ͢Γ @tosuri13 MOTEXגࣜձࣾ AIΤϯδχΞ Am a zon Tit a n
Text Embeddings V2ͷ Bin a ryVectorαϙʔτʹڳ͕ߴ໐͍ͬͯ·͢🤗
ಥવͰ͕͢ʮAWSͰνϟοτϘοτΛ࡞ͬͯཉ͍͠!!ʯ ͱݴΘΕͨΒͲ͏͠·͔͢? ࣾͰ͑Δ AIνϟοτϘοτ͕ཉ͍͠!! EC2ΛԕִͰૢ࡞Ͱ͖Δ νϟοτϘοτ͕ཉ͍͠!!
ಥવͰ͕͢ʮAWSͰνϟοτϘοτΛ࡞ͬͯཉ͍͠!!ʯ ͱݴΘΕͨΒͲ͏͠·͔͢? ϘοτΛৗறͤ͞Δ αʔόΛ༻ҙ͠ͳ͖Ό… ৽͘͠IAMϩʔϧΛ ൃߦ͓͔ͯ͠ͳ͖Ό… CFnςϯϓϨʔτ ༻ҙ͢Δͷ໘ͩͳ͊… σΟϨΫτϦߏ Ͳ͏͠Α͏…
ಥવͰ͕͢ʮAWSͰνϟοτϘοτΛ࡞ͬͯཉ͍͠!!ʯ ͱݴΘΕͨΒͲ͏͠·͔͢? ϘοτΛৗறͤ͞Δ αʔόΛ༻ҙ͠ͳ͖Ό… ৽͘͠IAMϩʔϧΛ ൃߦ͓͔ͯ͠ͳ͖Ό… CFnςϯϓϨʔτ ༻ҙ͢Δͷ໘ͩͳ͊… σΟϨΫτϦߏ Ͳ͏͠Α͏…
ߟ͑Δ͜ͱ͕ଟͯ͘େม!!
ͦ͜Ͱհ͍ͨ͠ͷ͕… ʮAWS Ch a liceʯ
Ch a liceͱ͍͍ͬͨ… PythonͰαʔόϨεΞϓϦέʔγϣϯΛ AWS্ʹૉૣ͘ߏஙͰ͖ΔϑϨʔϜϫʔΫ!!
Ch a liceʹ͍ͭͯৄ͘͠ݟ͍ͯ͜͏!!
Fl a sk/F a stAPIϥΠΫͳσίϨʔλϕʔεͷߏจʹΑΓ ֶशίετΛ͔͚ͣʹ։ൃͰ͖Δ!! Ch a liceͷಛ ͦͷᶃ
طଘͷPythonؔʹCh a liceͷσίϨʔλΛՃ͢Δ͚ͩͰɺ ؆୯ʹL a mbd a ͱͯ͠ఆٛ͢Δ͜ͱ͕Ͱ͖Δ!! REST APIͷ!!
PythonΞϓϦͰΑ͘༻͞Ε͍ͯΔFl a skF a stAPIʹࣅͨߏจͳͷͰɺ ϑϨʔϜϫʔΫಠࣗͷֶशίετ͕গͳ͘ࡁΈ·͢!! 🌟 Fl a skͳΒ…
🌟 F a stAPIͳΒ…
Ch a liceͷಛ ͦͷᶄ AWSΠϯϑϥετϥΫνϟΛҙࣝͤͣʹ αʔόϨεΞϓϦέʔγϣϯΛ։ൃͰ͖Δ!!
Α͋͘ΔαʔόϨεߏ L a mbd a + S3 Event L a
mbd a + EventBridge S3Ξοϓϩʔυ͞Εͨ ϑΝΠϧΛݕͯ͠νϟοτΛૹΓ͍ͨ!! ఆظతʹϦϚΠϯυ͢ΔΑ͏ͳ νϟοτϘοτΛ࡞Γ͍ͨ!!
L a mbd a + S3 Event L a mbd
a + EventBridge Ch a liceͳΒσίϨʔλΛ͚ସ͑Δ͚ͩͰɺ L a mbd a ͱؔ࿈ϦιʔεͷઃఆͳͲΛఆٛ͢Δ͜ͱ͕Ͱ͖·͢!!
Ch a liceͷಛ ͦͷᶅ CFnςϯϓϨTerr a formͳͲͷI a Cίʔυ͕ෆཁ!! AWSͷσϓϩΠ͕ͱͯγϯϓϧʹ!!
AWSʹσϓϩΠ͢Δ্Ͱͷ࠷େͷোน… CloudForm a tion Terr a form ςϯϓϨʔτϑΝΠϧ༻ҙͯ͠ σϓϩΠ͢Δͷେมͩͳ͊… ຊʹେม😥
ྫ͑͜ͷΑ͏ͳίʔυ͕͋Δͱ͖… Μ…?͜ΕͬͯIAMϙϦγʔʹ ԿͷݖݶΛՃͨ͠Β͍͍Μͩ? ͔Βͳͯ͘ࠔΔ!! ௐΔͷେม!! API G a tew a
y͔ΒL a mbd a Λ ݺͿͨΊʹඞཁͳͷͬͯԿ?
Ch a liceͳΒ… ↓ σίϨʔλͷ༰͔ΒσϓϩΠ͢ΔAWSϦιʔεΛಛఆ!! ch a lice deploy ͰඞཁͳϦιʔεΛࣗಈతʹσϓϩΠͯ͘͠ΕΔ!!
͞ΒʹIAMϩʔϧ·Ͱ…!! AWS SDK(boto3)ͷίʔυΛղੳɺ࠷খݖݶͷIAMϩʔϧΛ ࣗಈతʹ࡞ͯ͠L a mbd a ʹΞλονͯ͘͠ΕΔ!! ͱͬͯศར!!
CloudForm a tion Terr a form ͪͳΈʹɺCh a lice͔ΒCFnςϯϓϨʔτTerr a
formͰ σϓϩΠՄೳͳύοέʔδΛग़ྗ͢Δػೳ͍͍ͭͯ·͢!!
ͪΐͬͱෑډͷߴ͔ͬͨνϟοτϘοτ։ൃ… Ch a lice͕͋Εා͘ͳ͍!!✨ ԿͰ͍͍͔Βૣ͘ AIνϟοτϘοτΘͤͯʙ!! ࠓͳΒ؆୯ʹ࣮Ͱ͖Δͧ!!
ࢼ͠ʹCh a liceΛͬͯAIνϟοτϘοτΛ രͰ࡞ͬͯΈΔ!! Bedrock (Cl a ude 3 Sonnet)
API G a tew a y L a mbd a
ҰॠͰ🤗 (σϓϩΠ؆୯!!)
ɾ a pp.pyʹશͯ·ͱΊͳ͍ͱ͍͚ͳ͍!! ɹˠ Ϟδϡʔϧch a licelib͔ΒͷΠϯϙʔτʹ੍ݶ͞ΕΔͨΊɺCh a liceͷ༻ ్؆୯ͳϘοτ։ൃϓϩτλΠϓ։ൃͳͲʹݶΒΕΔɻ
ͱ͍͑ɺCh a liceʹۤखͳͱ͜Ζ͕…😓 ɾ࡞͞ΕΔAWSϦιʔεʹରͯ͠ॊೈͳઃఆ͕Ͱ͖ͳ͍!! ɹˠ ࣗಈతʹϦιʔεΛ࡞͢ΔϑϨʔϜϫʔΫͷͨΊํͳ͍໘͋Γͭ ͭ…ࡉ͔͍ઃఆΛ͢ΔʹSAMͳͲͷํ͕ద͍ͯ͠Δɻ
Ҏ্ɺAWS Ch a liceͷհͰͨ͠!! ؾʹͳͬͨํͥͻνΣοΫͯ͠Έ͍ͯͩ͘͞!!
Th a nk you for listening!! @tosuri13 ← Α͔ͬͨΒTwitterϑΥϩʔͯ͠Ͷ