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
[X-Tech] 音声・言語処理を使ったエンドユーザー向けサービスを少人数で開発する
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
Yoshiyuki Kakihara
March 13, 2018
Technology
530
0
Share
[X-Tech] 音声・言語処理を使ったエンドユーザー向けサービスを少人数で開発する
https://jawsdays2018.jaws-ug.jp/session/431/
Yoshiyuki Kakihara
March 13, 2018
More Decks by Yoshiyuki Kakihara
See All by Yoshiyuki Kakihara
Django in the age of AI
ykakihara
0
1.3k
Other Decks in Technology
See All in Technology
Cortex Codeでデータの仕事を全部Agenticにやりきろう!
gappy50
0
180
QA組織のAI戦略とAIテスト設計システムAITASの実践
sansantech
PRO
1
300
Babylon.js Japan Activities (2026/4)
limes2018
0
140
スケーリングを封じられたEC2を救いたい
senseofunity129
0
130
Zephyr(RTOS)でARMとRISC-Vのコア間通信をしてみた
iotengineer22
0
120
Even G2 クイックスタートガイド(日本語版)
vrshinobi1
0
190
最大のアウトプット術は問題を作ること
ryoaccount
0
260
Blue/Green Deployment を用いた PostgreSQL のメジャーバージョンアップ
kkato1
1
220
Oracle AI Database@AWS:サービス概要のご紹介
oracle4engineer
PRO
3
2.1k
PostgreSQL 18のNOT ENFORCEDな制約とDEFERRABLEの関係
yahonda
1
200
Amazon Qはアマコネで頑張っています〜 Amazon Q in Connectについて〜
yama3133
1
170
Oracle Cloud Infrastructure(OCI):Onboarding Session(はじめてのOCI/Oracle Supportご利⽤ガイド)
oracle4engineer
PRO
2
17k
Featured
See All Featured
Amusing Abliteration
ianozsvald
1
150
Designing Dashboards & Data Visualisations in Web Apps
destraynor
231
54k
Lessons Learnt from Crawling 1000+ Websites
charlesmeaden
PRO
1
1.2k
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
inesmontani
PRO
0
300
How STYLIGHT went responsive
nonsquared
100
6k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
231
22k
The SEO identity crisis: Don't let AI make you average
varn
0
430
Organizational Design Perspectives: An Ontology of Organizational Design Elements
kimpetersen
PRO
1
660
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
37
6.3k
It's Worth the Effort
3n
188
29k
Designing for Timeless Needs
cassininazir
0
180
Collaborative Software Design: How to facilitate domain modelling decisions
baasie
0
180
Transcript
ԻɾݴޠॲཧΛͬͨΤϯυϢʔβʔ ͚αʔϏεΛগਓͰ։ൃ͢Δ δϣΠζגࣜձࣾ ֟ݪ೭
Twitter: y15a_
5FSSB5BML "*ӳޠεϐʔΩϯάΞϓϦ
ACTFL 2017 Audience Award
࠾͖ͷεϐʔΩϯάΞϓϦ
ಛ • Ի͖ͭνϟοτϘοτ • ৬छɾۀछɾࢼݧผͷϩʔϧϓϨΠϯά • ൃԻɺϦεχϯάɺจ๏ͳͲ߲ผͷධՁγεςϜ • ࡶஊϚγϯͰͳ͘ɺϛογϣϯܕ •
ݸਓ͚ʹग़ͯ͠·͕͢ɺ࠷ֶۙߍɾاۀݚम͚͕৳ͼͯ·͢
ιϑτΣΞΤϯδχΞίʔε • ༷ͷٞɺίʔυϨϏϡʔɺͳͲͷձϨοε ϯ • 90ͷγφϦΦ • ωΠςΟϒͷιϑτΣΞΤϯδχΞ͕ࢀը • ←Πϯϑϥ͞Μͱͷંি
ίʔνϯάػೳ • ൃԻͷχΨςΛࣗಈతʹղੳ • ۤखͳԻૉʢࢠԻ/ԻʣΛಛఆ • ϦΞϧλΠϜϑΟʔυόοΫ͖ͷൃԻυϦϧΛ ֤ਓ͚ʹࣗಈੜ
ԻΛؚΉੜσʔλ ਪఆӳޠྗ ڭࡐ/՝σʔλ ਪΤϯδϯ ਪનΤϯδϯ ֶशΞΫςΟϏςΟ ύʔιφϥΠζ͞Εͨڭࡐ ίʔνϯάػೳͷϑϩʔ
ελʔτΞοϓʹߜΔ • ࠾༻ʢ৫ͮ͘Γʣɾٕज़։ൃɾΞϓϦ։ൃɾࣄۀ։ൃΛಉ࣌ʹΔ • Δ͜ͱΛݫબ͢Δ • ΞʔΩςΫνϟՄೳͳݶΓγϯϓϧʹ • ӡ༻ɾܧଓ։ൃΛϥΫʹ •
ͱ͍ͬͯઃܭʹ࣌ؒΛ͔͚͍ͯΒΕͳ͍
+ WebϓϩηεɺWorkerϓϩηεɺ ΩϡʔɺΦʔτεέʔϧɺRDBɺcron S3ɺEC2ɺLambdaɺPolly
S3 • આ໌ෆཁ • େྔͷԻσʔλΛஔ͔ͤͯΒ͍ͬͯ·͢
Lambda • Իܥͷલॲཧ • WebϓϩηεΛհ͞ͳ͍Ͱ͑Δͷ͕خ͍͠
Amazon Polly • Ի߹ • ΈΜͳͬͯΔͱࢥ͍·͕͢ඇৗʹΠΠͰ͢ • XMLͰࡉ੍͔͍ޚ͕Ͱ͖Δͷྑ͍ • ͓͍҆ʢຊʹ͍͍ͷʁʣ
• NNʹΑΔ͞ΒͳΔ্ָ࣭͕͠Έ
EC2 • ݴޠॲཧܥͷαϒγεςϜ • ݴޠϞσϧɺύʔαͳͲͳͲ • 1ϓϩηεͰRAMΛेGBͬͨΓɺσΟεΫ͕ॏཁͩͬͨΓ -> Webϓ ϩηεʢ=Herokuʣʹஔ͚ͳ͍
• ͪΖΜֶशʹ • HerokuͱϦʔδϣϯἧ͓͑ͯ͘ͱḿΔ
Ի จࣈྻ ϝλσʔλ ಠࣗϓϩτίϧ
Finite State Machine AIͷঢ়ଶᶃ AIͷঢ়ଶᶄ AIͷঢ়ଶᶅ • εςʔτϚγϯ • ϢʔβʔൃΛؚΉಛఆͷτϦΨʹΑ
ΓભҠ • ͪΖΜɺແཧͳભҠΛ͢ΔΘ͚ʹ ͍͔ͳ͍ʢձ͕Γཱͨͳ͍ʣ • ঢ়ଶભҠͷఆϚγϯͷຏ͖͜Έͱ੍ ࡞πʔϧɾΦϖϨʔγϣϯ͕؊
ϓϩτίϧઃܭํ • Ϣʔβ/ηογϣϯݸผͷঢ়ଶʢՄೳͳݶΓʣΫϥΠΞϯταΠυ • จࣈྻ to จࣈྻ • ্ه̎ͭΛकΔ͜ͱͰ௨ৗͷHTTPͱ࣮͕ͯ͠Մೳ •
ঢ়ଶભҠͷஅʹඞཁͳจ຺ใ͋Β͔͡ΊॲཧˠDB͔ΒಡΈग़ ͠ • ී௨ͷΞϓϦతʹ࣮Ͱ͖Δʂ
ॳɺର߅Ҋͩͬͨͷ • Websocket + Duplex Protocol Ͱ࣮ • Node.js? ͍͍TornadoͰ͠ΐʂ
• ԆΛ࠷খʹͰ͖Δ = ϦΞϧͷձͬΆ͍ • αʔόʔଆͷϓϩηεʢRAMʣͰঢ়ଶΛอ࣋͢Δඞཁ͋Γ • ֶͦͦशऀʹԆඞཁͳ͔ͬͨ = ։ൃෛՙ͚ͩਹΉ • ෆ࠾༻
ൃԻධՁ • Իೝࣝʹ͏ԻڹϞσϧΛվ • શʹΫϥΠΞϯτʢεϚϗʣ্Ͱಈ͔ͯ͠·͢ • C++ϥΠϒϥϦʹJava/Swift͔ΒόΠϯυ • Ϩεϙϯεྑ͠ɺΠϯϑϥෛՙۃখʢӡ༻ඞཁͳ͠ʂʣ •
Statelessͳରϓϩτίϧ/ΞʔΩςΫνϟͱͷ૬ੑΑ͠
ͱ͜Ζ͕
͜͜·Ͱͷ·ͱΊ • Heroku + AWS ͷΈ߹Θͤ • ઃܭɾ࣮Λͯ͠ɺग़དྷΔ͚ͩΠϯϑϥͰۤ࿑͠ͳ͍Α͏ʹ • ࠓޙɺϒϥβରԠͷͨΊʹαʔόαΠυͷߏΛΑΓް͘
• ࣗવݴޠॲཧʹ͏ΖΖͷDevOpsؤு͍͖͍ͬͯͨ
ࣗવݴޠॲཧɺษڧձͬͯ·͢ • େֶͰ͏ڭՊॻΛ಄͔Β • https://joyz.connpass.com • ݪஶӳޠͰ͕͢ɺҙ༁ͨ͠ࢿྉ Λٞ͠ͳ͕Βͳ͍͖ͧͬͯ·͢ • ࣍ճφΠʔϒϕΠζʹΑΔηϯν
ϝϯτղੳ
None
None