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
Scalaつまみ食い - CADDi STUDDi
Search
[email protected]
December 10, 2021
Programming
1.1k
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Scalaつまみ食い - CADDi STUDDi
[email protected]
December 10, 2021
More Decks by
[email protected]
See All by
[email protected]
製造業にRAGを導入する開発体制の変遷 / ManuAI1
caddi_eng
3
190
バラバラな見積明細と戦う話 / ManuAI2
caddi_eng
0
170
LLMに図面は読めるか – 製造業の「暗黙知」を突破するコンテキスト設計3つのアプローチ / LLMcontext
caddi_eng
1
340
「定型」を許さない製造業データへの挑戦 高度な絞り込みと意味検索を両立する実践 / ElasticON
caddi_eng
0
480
製造業ドメインにおける LLMプロダクト構築: 複雑な文脈へのアプローチ
caddi_eng
1
910
事業状況で変化する最適解。進化し続ける開発組織とアーキテクチャ
caddi_eng
1
17k
キャディでのApache Iceberg, Trino採用事例 -Apache Iceberg and Trino Usecase in CADDi--
caddi_eng
0
730
製造業の会計システムをDDDで開発した話
caddi_eng
3
2.5k
【CADDI VIETNAM】Company Deck for Engineers
caddi_eng
0
2.4k
Other Decks in Programming
See All in Programming
プロダクトコードからライブラリの境界を見つける
elmetal
PRO
0
110
Java 27新機能 / Java 27 new features
kishida
2
220
更なる可用性を求めて、5年間運用したKotlinのアプリケーションをGoでリプレイスする話
ken_tunc
0
580
Embedded Swiftで作る自作USBデバイス によるiOSデバイスの自動テスト / iOSDC Japan 2026 glassfiber
glassfiber
0
330
HTML-in-Canvasで作る未来のWeb UI表現
clockmaker
4
4.6k
Herb in Rails 8.2: Your ERB views, now HTML-aware @ Rails World 2026, Austin, Texas
marcoroth
0
210
Everything will be SERVERLESS — 信じて運用した10年の経験値 / Everything Will be Serverless — Lessons Learned from 10 Years of Operational Experience
seike460
PRO
1
980
Rでドレミ/Do-Re-Mi_with_R
florets1
0
130
golang-bob.pdf
iwatsukayura
0
130
Jetpack Compose Mechanisms
skydoves
2
720
Simple Storage Service(S3) is not simple
iwatsukayura
0
260
Kubernetes祭り #2 OP/ED
bells17
0
110
Featured
See All Featured
AI in Enterprises - Java and Open Source to the Rescue
ivargrimstad
0
1.5k
The Cult of Friendly URLs
andyhume
79
7k
The Illustrated Children's Guide to Kubernetes
chrisshort
51
53k
svc-hook: hooking system calls on ARM64 by binary rewriting
retrage
2
620
Redefining SEO in the New Era of Traffic Generation
szymonslowik
1
470
What Being in a Rock Band Can Teach Us About Real World SEO
427marketing
0
1.1k
Music & Morning Musume
bryan
48
7.4k
Stewardship and Sustainability of Urban and Community Forests
pwiseman
0
540
Fashionably flexible responsive web design (full day workshop)
malarkey
409
67k
AI Search: Implications for SEO and How to Move Forward - #ShenzhenSEOConference
aleyda
1
1.4k
Paper Plane (Part 1)
katiecoart
PRO
2
11k
KATA
mclloyd
PRO
35
16k
Transcript
4DBMBͭ·Έ͙͍
4DBMBͬͯͲΜͳݴޠʁ 4DBMBҰൠతͳϓϩάϥϛϯάํ๏Λ؆͔ܿͭΤϨΨϯτ͔ͭܕ҆શͳํ๏Ͱදݱ͢ΔͨΊʹઃܭ͞Εͨ ϞμϯͳϚϧνύϥμΠϜݴޠͰ͢ɻͦΕΦϒδΣΫτࢦݴޠͱؔܕݴޠͷػೳΛεϜʔζʹ౷߹͍ͯ͠·͢ɻ #Z4DBMB%PDVNFOUBUJPO IUUQTEPDTTDBMBMBOHPSHKBUPVSUPVSPGTDBMBIUNM º ͯ͢ͷ͕ΦϒδΣΫτ ɾΫϥε ɾτϨΠτ ͯ͢ͷ͕ؔ
ɾߴ֊ؔ ɾΧϦʔԽ ɾύλʔϯϚονϯά ͋͘·ͰϝΠϯΦϒδΣΫτࢦɺͦ͜ʹؔܕͷΤοηϯεΛ͍͍ײ͡ʹ༥߹͍ͤͯ͞ΔΠϝʔδ ʢݸਓͷײͰ͢ʣ ؔܕ ΦϒδΣΫτࢦ
4DBMBͬͯͲΜͳݴޠʁ w ੩తܕ͚ w ܕਪ w δΣωϦΫε w +BWB7JSUVBM.BDIJOF +7.
্Ͱಈ࡞ w 4DBMB͔Β+BWBͷϓϩάϥϜΛݺͼग़ͤΔ w (BSCBHF$PMMFDUJPO ࠓ4DBMBܥʢYʣͷΛ͠·͢ 4DBMBग़͍ͯΔͷͰ͕͢ɺ݁ߏ༷มΘΓ͍ͯ͠Δͷͱ ࣮ͰऔΓೖΕ͍ͯΔͱ͜ΖΛฉ͔ͳ͍ͷͰʜʢ֤छϥΠϒϥϦ͕ͦΜͳʹରԠͰ͖͍ͯͳ͍ʣ
͓͠ͳ͕͖ w DMBTT ίϯύχΦϯΦϒδΣΫτ DBTFDMBTT w ඪ४ϥΠϒϥϦ͔Β͍͔ͭ͘հ w 4FR 0QUJPO
w 4DBMBͷνΧϥͷยྡྷ w 0QUJPOܕͷίϯϏωʔγϣϯ w ߴΧΠϯυܕ 4DBMBͷجຊ ʢׂͱ୶ʑͱਐΊΔύʔτʣ 4DBMBͬΆ͞ͷհ ʢϝΠϯίϯςϯπʣ
DMBTT ίϯετϥΫλ WBM WBSΛ͚ͭΔͱϝϯόʔʹͳΔ ࢀߟɿWEB+DB PRESS Vol.112 ࣮ફScala
DMBTT WBM͕͍͍ͭͯΔͷͰެ։͞Ε͍ͯΔ WBSʹ͢ΔͱՄมʹͳΔ QSJWBUFWBMͱ͢ΕӅ͢͜ͱͰ͖Δ
DMBTT WBM͕͍͍ͭͯΔͷͰެ։͞Ε͍ͯΔ WBSʹ͢ΔͱՄมʹͳΔ QSJWBUFWBMͱ͢ΕӅ͢͜ͱͰ͖Δ
DMBTT WBM͕͍͍ͭͯͳ͍ʢϝϯόʔͰͳ͍ʣ ͷͰࢀরͰ͖ͳ͍
DMBTT ϝιουఆٛ 4DBMBͰ৽͍͠ΦϒδΣΫτΛฦ͢ ͜ͱ͕ଟ͍ ϝιουͷݺͼํ
ίϯύχΦϯΦϒδΣΫτ ͋ΔΫϥεͱಉ͡ॴͰಉ໊ͷΦϒδΣΫτΛఆٛͨ͠ͷ ޓ͍ͷϓϥΠϕʔτϝϯόʔʹΞΫηεͰ͖Δ ϓϥΠϕʔτϝϯόʔʹΞΫηεՄ
ίϯύχΦϯΦϒδΣΫτ ͋ΔΫϥεͱಉ͡ॴͰಉ໊ͷΦϒδΣΫτΛఆٛͨ͠ͷ ޓ͍ͷϓϥΠϕʔτϝϯόʔʹΞΫηεͰ͖Δ 6TFSBQQMZΛݺͼग़͍ͯ͠Δ OFXͰͳ͍͜ͱʹҙ 4DBMBͷBQQMZͱVOBQQMZͱ͍͏ϝιου໊ লུͯ͠ݺͼग़͢͜ͱ͕Ͱ͖Δ ͜ͷྫͰ6TFSBQQMZ lUBOJHVDIJz
ͱಉ͡ҙຯ
DBTFDMBTT ৭ʑศརͳͷΛੜͯ͘͠ΕΔ ɾίϯύχΦϯΦϒδΣΫτ͕ੜ͞ΕΔ ɾϑΟʔϧυͷ֤߲͕WBMએݴͱಉ͡ҙຯΛ࣋ͭ ɾDPQZϝιουΛ࣋ͭ ɾͰͷൺֱ͕ͯ͢ͷϑΟʔϧυ໊ͷ͕Ұக͢Δ͔Ͳ͏͔Ͱผ͞ΕΔ ɾNBUDIͰ༻Ͱ͖Δʹͯ͘͠ΕΔ
͓͠ͳ͕͖ w DMBTT ίϯύχΦϯΦϒδΣΫτ DBTFDMBTT w ඪ४ϥΠϒϥϦ͔Β͍͔ͭ͘հ w 4FR 0QUJPO
w 4DBMBͷνΧϥͷยྡྷ w 0QUJPOܕͷίϯϏωʔγϣϯ w ߴΧΠϯυܕ 4DBMBͷجຊ ʢׂͱ୶ʑͱਐΊΔύʔτʣ 4DBMBͬΆ͞ͷհ ʢϝΠϯίϯςϯπʣ
4FRྻΛද͢ίϨΫγϣϯ BQQMZϝιουΛݺͼग़͍ͯ͠Δ ࢀߟɿWEB+DB PRESS Vol.112 ࣮ફScala
4FRྻΛද͢ίϨΫγϣϯ ୈҾͷཁૉΛऔಘɻൣғ֎ͳΒୈҾͷؔΛ࣮ߦ ୈҾɿ*OU*OUͷؔ Ҿͷ*OUఴࣈΛද͕͢ࠓճৗʹΛฦ͢ͷͰΘͳ͍ͷͰʮ@ʯ
4FRͷNBQ NBQϝιουͰද
4FRͷGMBUUFO NBQϝιουͰද fl BUUFOͰೖΕࢠΛͳͯ͘͠4FR<4USJOH>ʹ
4FRͷGMBU.BQ NBQϝιουͰද fl BUUFOͰೖΕࢠΛͳͯ͘͠4FR<4USJOH>ʹ NBQ fl BUUFO fl BU.BQͰʂ
GPSࣜͰΑΓݟ͘͢ NBQϝιουͰද fl BUUFOͰೖΕࢠΛͳͯ͘͠4FR<4USJOH>ʹ NBQ fl BUUFO fl BU.BQͰʂ
GPSࣜೖΕࢠʹͳͬͨNBQ fl BU.BQͷ γϯλοΫεγϡΨʔ
0QUJPO<"> ͕͋ͬͨΓͳ͔ͬͨΓΛදݱ͢Δܕ ɾ͕͋Δˠ4PNF<"> ɾ͕ͳ͍ˠ/POF 0QUJPO<4USJOH>Λ࡞ͬͯΈΔ ࢀߟɿWEB+DB PRESS Vol.112 ࣮ફScala
0QUJPO<">ɿཁૉͷऔಘ ͕͋ͬͨΓͳ͔ͬͨΓΛදݱ͢Δܕ ɾ͕͋Δˠ4PNF<"> ɾ͕ͳ͍ˠ/POF 0QUJPO<4USJOH>Λ࡞ͬͯΈΔ ΛऔΓͩͯ͠ΈΔ ύλʔϯϚονͰ͍͚Δ
0QUJPO<">ɿNBQͰม ͕͋ͬͨΓͳ͔ͬͨΓΛදݱ͢Δܕ ɾ͕͋Δˠ4PNF<"> ɾ͕ͳ͍ˠ/POF 0QUJPO<4USJOH>Λ࡞ͬͯΈΔ NBQϝιουͰม fl BU.BQ͋ΔΑ GPSࣜ͑ΔΑ
͓͠ͳ͕͖ w DMBTT ίϯύχΦϯΦϒδΣΫτ DBTFDMBTT w ඪ४ϥΠϒϥϦ͔Β͍͔ͭ͘հ w 4FR 0QUJPO
w 4DBMBͷνΧϥͷยྡྷ w 0QUJPOܕͷίϯϏωʔγϣϯ w ߴΧΠϯυܕ 4DBMBͷجຊ ʢׂͱ୶ʑͱਐΊΔύʔτʣ 4DBMBͬΆ͞ͷհ ʢϝΠϯίϯςϯπʣ
0QUJPOܕͷίϯϏωʔγϣϯ 0QUJPOܕΛෳΈ߹Θͤͯॲཧ͢Δํ๏ΛΈͯΈ·͢ ͓ ࣍ͷσʔλߏ͔ΒࠃޠͱӳޠΛडߨͨ͠ੜెʹ͍͚ͭͯͩɺ ࠃޠͱӳޠͷฏۉΛٻΊ໊ͯલͱͱʹग़ྗͤΑ ग़ྗɿ lKJSPz lIBOBz
͓ʮWEB+DB PRESS Vol.112 ࣮ફScalaʯΑΓ
BWFSBHFϝιουΛߟ͑Δ ࠃޠͱӳޠΛडߨͨ͠ੜెʹ͍͚ͭͯͩɺ ࠃޠͱӳޠͷฏۉΛٻΊ໊ͯલ ͱͱʹग़ྗͤΑ ࢀߟɿWEB+DB PRESS Vol.112 ࣮ફScala
BWFSBHFϝιουΛߟ͑ΔʢJGࣜฤʣ ࠃޠͱӳޠΛडߨͨ͠ੜెʹ͍͚ͭͯͩɺ ࠃޠͱӳޠͷฏۉΛٻΊ໊ͯલ ͱͱʹग़ྗͤΑ ࠃޠӳޠΛडߨͨ͠Γ͍ͯ͠ͳ͔ͬͨΓ͢ΔͷͰ0QUJPOͰදݱͰ͖ͦ͏ ࢀߟɿWEB+DB PRESS Vol.112 ࣮ફScala
BWFSBHFϝιουΛߟ͑Δʢ0QUJPOฤʣ ࠃޠͱӳޠΛडߨͨ͠ੜెʹ͍͚ͭͯͩɺ ࠃޠͱӳޠͷฏۉΛٻΊ໊ͯલ ͱͱʹग़ྗͤΑ #FGPSFJGࣜ "GUFS0QUJPONBQ fl BU.BQ ࢀߟɿWEB+DB
PRESS Vol.112 ࣮ફScala
BWFSBHFϝιουΛߟ͑ΔʢGPSࣜʣ ࠃޠͱӳޠΛडߨͨ͠ੜెʹ͍͚ͭͯͩɺ ࠃޠͱӳޠͷฏۉΛٻΊ໊ͯલ ͱͱʹग़ྗͤΑ #FGPSFJGࣜ "GUFS0QUJPONBQ fl BU.BQ "GUFSΛGPSࣜͰॻ͘
ࢀߟɿWEB+DB PRESS Vol.112 ࣮ફScala
͓·͚ɿʹՃ͑ͯฏۉҎ্ͷΈग़ྗ͍ͨ͠߹ ࠃޠͱӳޠΛडߨͨ͠ੜెʹ͍͚ͭͯͩɺ ࠃޠͱӳޠͷฏۉΛٻΊͯ ͦΕ͕Ҏ্ͷ߹ʹ ໊લͱͱʹग़ྗͤΑ GPSࣜͰ͜Μͳ;͏ʹॻ͚Δ ࠨͷGPSࣜҎԼͷγϯλοΫεγϡΨʔ ࢀߟɿWEB+DB PRESS Vol.112
࣮ફScala
͓͠ͳ͕͖ w DMBTT ίϯύχΦϯΦϒδΣΫτ DBTFDMBTT w ඪ४ϥΠϒϥϦ͔Β͍͔ͭ͘հ w 4FR 0QUJPO
w 4DBMBͷνΧϥͷยྡྷ w 0QUJPOܕͷίϯϏωʔγϣϯ w ߴΧΠϯυܕ 4DBMBͷجຊ ʢׂͱ୶ʑͱਐΊΔύʔτʣ 4DBMBͬΆ͞ͷհ ʢϝΠϯίϯςϯπʣ
ߴΧΠϯυܕʜͷલʹ 4DBMBʹ৭ʑͳܕ͕͋Γ·͢ΑͶʢಥʣ *OU 4USJOH .Z$MBTT
0QUJPO<">ͱ͔4FR<">ͱ͔͋Γ·͢ΑͶ *OU 4USJOH .Z$MBTT 0QUJPO<"> 4FR<"> 'VUVSF<"> ฒߦॲཧͷͨΊͷܕ 4VDDFTTͱ'BJMVSF͕͋Δ
0QUJPO<">ͱ͔4FR<">ͱ͔͋Γ·͢ΑͶ *OU 4USJOH .Z$MBTT 0QUJPO<"> 4FR<"> 'VUVSF<"> ֨ࢠ͕۩ମతͳܕ
NBQͱ͔GMBU.BQͬͯϝιου͋Γ·͢ΑͶ *OU 4USJOH .Z$MBTT 0QUJPO<"> 4FR<"> 'VUVSF<"> EFGNBQ<#> G"# 0QUJPO<#>
EFG fl BU.BQ<#> G"0QUJPO<#> 0QUJPO<#> EFGNBQ<#> G"# 4FR<#> EFG fl BU.BQ<#> G"4FR<#> 4FR<#> EFGNBQ<#> G"# 'VUVSF<#> EFG fl BU.BQ<#> G"'VUVSF<#> 'VUVSF<#> ˞'VUVSFNBQ fl BU.BQͷγάωνϟͪΐͬͱӕ͍͍ͭͯ·͢
ͳΜ͔γάωνϟࣅͯͳ͍Ͱ͔͢ *OU 4USJOH .Z$MBTT 0QUJPO<"> 4FR<"> 'VUVSF<"> EFGNBQ<#> G"# 0QUJPO<#>
EFG fl BU.BQ<#> G"0QUJPO<#> 0QUJPO<#> EFGNBQ<#> G"# 4FR<#> EFG fl BU.BQ<#> G"4FR<#> 4FR<#> EFGNBQ<#> G"# 'VUVSF<#> EFG fl BU.BQ<#> G"'VUVSF<#> 'VUVSF<#> 0QUJPO<"> 4FR<"> 'VUVSF<">ΛଋͶͨ֓೦ɺੜΈग़ͤͦ͏͡Όͳ͍Ͱ͔͢ʁ
)FMMP IJHIFSLJOEFEUZQFʢߴΧΠϯυܕʣ *OU 4USJOH .Z$MBTT 0QUJPO<"> 4FR<"> 'VUVSF<"> EFGNBQ<#> G"#
0QUJPO<#> EFG fl BU.BQ<#> G"0QUJPO<#> 0QUJPO<#> EFGNBQ<#> G"# 4FR<#> EFG fl BU.BQ<#> G"4FR<#> 4FR<#> EFGNBQ<#> G"# 'VUVSF<#> EFG fl BU.BQ<#> G"'VUVSF<#> 'VUVSF<#> '<"> EFGNBQ<#> G"# '<#> EFG fl BU.BQ<#> G"'<#> '<#>
ߴΧΠϯυܕΛఆٛͯ͠ΈΔ 0QUJPO 4FR 'VUVSFΛ·ͱΊΔ֓೦͕ ͭ͘Εͨ ͜ΕΒΛ)JHIFS,JOEͷΠϯελϯεͱͯ͠ ఆٛͰ͖ͨ ͜Ε͕ϑΝϯΫλʔɺϞφυͳͲͷ֓೦ʹͭͳ͕͍ͬͯͨΓ͠·͢ Ͱɺ͜ΕͳʹʁͳΜͷʹཱͭͷΑʁ·ͨผͷػձʹͰʜ
·ͱΊ w 4DBMBΛͬ͘͟Γͭ·Έ͙͍ͯ͠Έ·ͨ͠ w ·ͩ·ͩղઆͰ͖͍ͯͳ͍ػೳ֓೦͕ͨ͘͞Μ͋Γ·͢ w .BQ4FRͷΠϯελϯεΛؔͱͯ͠͏ w ܕΫϥε w
JNQMJDJUDMBTTʹΑΔطଘͷܕͷ֦ு w FUDʜ w 4DBMBॻָ͍͍͍ͯͯ͠৭ʑֶΔݴޠͳͷͰੋඇࢼͯ͠Έ͍ͯͩ͘͞ʂ