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
CloudflareのAI関連の機能さわってみた
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
circled9
August 25, 2024
Programming
910
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
CloudflareのAI関連の機能さわってみた
Cloudflare Meetup Niigata #1のLTで使用した資料です。
circled9
August 25, 2024
More Decks by circled9
See All by circled9
キースイッチ入門
circled9
0
110
0.0.0.0 day
circled9
0
130
小数の丸め誤差の話
circled9
0
150
数値の文字列をパースしよう
circled9
0
280
🔥 Hono v4 やってみた
circled9
1
240
JetBrains AI Assistant を試してみた
circled9
1
600
Fresh
circled9
0
280
React Hooks 勉強会 vol.3
circled9
2
460
JSON.stringify()
circled9
2
510
Other Decks in Programming
See All in Programming
依存関係から依存物へ―Dependencyという言葉の歴史をひも解く
j_lee
0
120
Spring Security 実践 ─ GraphQL APIで実務に役立つ 認証・認可 を学ぶ
wagyu
0
220
Java × distroless で 軽量なコンテナイメージを / Java on Distroless
contour_gara
0
540
dRuby over BLE
makicamel
2
330
JJUG CCC 2026 Spring: JSpecify で実現する Kotlin フレンドリーな Java API 設計
ternbusty
1
160
CSC307 Lecture 17
javiergs
PRO
0
320
代数的データ型って何が嬉しいの? #frontend_phpcon_do
kajitack
8
3.4k
Signal Forms: Details & Live Coding @enterJS 2026 in Mannheim
manfredsteyer
PRO
0
110
ADKを使って簡単にAIエージェントを作ってみよう
k1mu21
0
260
過去最大のMCPアップデート! 2026-07-28 RC版の謎に迫る
licux
6
270
脅威をエンジニアリングの糧にして――現場編 / Turning Threats into Engineering Fuel — Field Edition
nrslib
0
270
肥大化するレガシーコードに立ち向かうためのインターフェース分離と依存の逆転 / JJUG CCC 2026 Spring
hirokunimaeta
0
540
Featured
See All Featured
Navigating the Design Leadership Dip - Product Design Week Design Leaders+ Conference 2024
apolaine
1
350
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
szymonslowik
1
1.1k
Public Speaking Without Barfing On Your Shoes - THAT 2023
reverentgeek
1
420
<Decoding/> the Language of Devs - We Love SEO 2024
nikkihalliwell
1
240
Why You Should Never Use an ORM
jnunemaker
PRO
61
9.9k
Navigating Team Friction
lara
192
16k
AI Search: Implications for SEO and How to Move Forward - #ShenzhenSEOConference
aleyda
1
1.3k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
47
8.2k
First, design no harm
axbom
PRO
2
1.2k
The Art of Programming - Codeland 2020
erikaheidi
57
14k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3.5k
WCS-LA-2024
lcolladotor
0
630
Transcript
CloudflareͷAIؔ࿈ͷػೳ ͞ΘͬͯΈͨ Cloudflare Meetup Niigata #1 @circled9
ࣗݾհ @circled9 দҪ ਖ਼ࢤ (Matsui Masashi) גࣜձࣾϞχΫϧ ීஈGoogle CloudͰಈࣾ͘ ͚αʔϏεΛॻ͍ͯ·͢
͋Β·͠ • ࣾͷ։ൃ߹॓ͰAIΛςʔϚʹԿ͔࡞Ζ͏ͱ͍͏͜ͱʹͳͬͨ • PDFΛݩʹ࣭ͷճΛฦ͢ΞϓϦΛ࡞ͬͨ • ͍ΘΏΔRAG (Retrieval-Augmented Generation)ͱݺΕΔ ͷ
3
ͪͳΈʹ • yusukebe͞Μ͕ॻ͍ͨCloudflareελοΫͰRAGΛ࡞Δͱ͍͏λ ΠτϧͷͪΌͪ͘ΌΘ͔Γ͍͢هࣄ͕͋Γ·͢ • https://zenn.dev/yusukebe/articles/c7e2ec9f12427b • ߹॓࣌Ͱ͜ͷهࣄ͕·ͩͳ͔ͬͨͷͰɺެࣜυΩϡϝϯτΛಡΈ ͳ͕Βಉ͡Α͏ͳͷΛ࡞Γ·ͨ͠ 4
None
αʔϏεͷߏ
Client Zero Trust Access Vectorize Worker AI D1
Cloudflare AI • ੜAIͷॲཧΛΤοδͰͬͯ͘ΕΔ͍ͭ͢͝ • ςΩετੜͱ͔Իೝࣝͱ͔৭ʑͰ͖Δ • ࠓճςΩετੜͱEmbeddingΛͬͯճΛੜͨ͠ 8
Vectorize • ϕΫτϧσʔλϕʔε • ϕΫτϧσʔλͷอଘͱݕࡧΛͯ͘͠ΕΔ • ݱࡏύϒϦοΫϕʔλ൛ • Workers Paid
planͰ͑Δ 9
ϕΫτϧݕࡧ • จষΛϕΫτϧͰݕࡧ͢Δ • ୯७ͳจࣈྻݕࡧදهΏΕͳͲʹऑ͍ • ϕΫτϧԽ͢Δ͜ͱͰҙຯతʹ͍ۙͷݕࡧͰ͖Δ 10
Α͔ͬͨ͜ͱ
؆୯ • ֤ػೳwrangler.tomlʹઃఆΛՃ͢Δ͚ͩͰ͍࢝ΊΒΕΔ • ެࣜυΩϡϝϯτ͕ͳͷͰɺυΩϡϝϯτΛݟΕେମͳΜͱ͔ ͳΔ 12
͍҆ • ͼͬ͘Γ͢Δ͘Β͍͍҆ • ಛʹϕΫτϧσʔλϕʔε͕ैྔ՝ۚͳͷ͋Γ͕͍ͨ • ແྉେ͖͍ͷͰɺࢼ͠ʹ͞ΘΔఔͩͱେମແྉ 13
ࠔͬͨ͜ͱ
AIͷϞσϧͷຊޠରԠ͕͍·͍ͪ • ຊޠͰ࣭ͯ͠ӳޠͰฦͯ͘͠Δ • ϓϩϯϓτʹʮຊޠͰճͯ͠ʯͱॻ్͍ͯத͔Βຊޠ͡Ό ͳ͘ͳΔ • Embeddingӳޠ͔͠ରԠ͍ͯ͠ͳͦ͞͏ • bge-base-en-v1.5
15
ͦΕͳʔ
WorkersͰಈ͔ͳ͍ϥΠϒϥϦ͕͋ͬͨ • nodejs_compatΛ༗ޮʹ͢ΕNode.jsͷϥΠϒϥϦ͕ಈ͘ • ͔࣮͠͠ࡍʹಈ͔ͳ͍ϥΠϒϥϦ͕ͨ·ʹ͋Δ • ϥΠϒϥϦͷ࣮ʹnode:ϓϨϑΟοΫε͕ͳ͍ɺͳͲ͕େମͷݪҼ 17
ͳΜͱ͔ղܾͨ͠ • ຊޠͷCloudflare AIͰͳ͘ଞͷαʔϏεͷAPIΛݺͿ ͜ͱͰճආͨ͠ • ϥΠϒϥϦͷࣗͰϥΠϒϥϦͷίʔυʹखΛೖΕͨ 18
·ͱΊ • CloudflareΛ͏ͱαʔϏεͷ্ཱ͕ͪ͛खܰʹͰ͖Δ • Zero Trust AccessͰೝূपΓ҆৺ • CloudflareΛͲΜͲΜ͍͖͍ͬͯͨ 19