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
circled9
August 25, 2024
Programming
0
710
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
Tweet
Share
More Decks by circled9
See All by circled9
キースイッチ入門
circled9
0
83
0.0.0.0 day
circled9
0
110
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
240
🔥 Hono v4 やってみた
circled9
1
200
JetBrains AI Assistant を試してみた
circled9
1
540
Fresh
circled9
0
260
React Hooks 勉強会 vol.3
circled9
2
440
JSON.stringify()
circled9
2
500
Other Decks in Programming
See All in Programming
kiroとCodexで最高のSpec駆動開発を!!数時間で web3ネイティブなミニゲームを作ってみたよ!
mashharuki
0
910
What's new in Spring Modulith?
olivergierke
1
170
エンジニアインターン「Treasure」とHonoの2年、そして未来へ / Our Journey with Hono Two Years at Treasure and Beyond
carta_engineering
0
420
Domain-centric? Why Hexagonal, Onion, and Clean Architecture Are Answers to the Wrong Question
olivergierke
3
970
なんでRustの環境構築してないのにRust製のツールが動くの? / Why Do Rust-Based Tools Run Without a Rust Environment?
ssssota
14
46k
技術的負債の正体を知って向き合う
irof
0
250
Reactive Thinking with Signals and the Resource API
manfredsteyer
PRO
0
110
理論と実務のギャップを超える
eycjur
0
180
The Past, Present, and Future of Enterprise Java
ivargrimstad
0
630
オンデバイスAIとXcode
ryodeveloper
0
130
Go言語の特性を活かした公式MCP SDKの設計
hond0413
2
510
スキーマ駆動で、Zod OpenAPI Honoによる、API開発するために、Hono Takibiというライブラリを作っている
nakita628
0
320
Featured
See All Featured
Statistics for Hackers
jakevdp
799
220k
A better future with KSS
kneath
239
18k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
231
53k
Code Reviewing Like a Champion
maltzj
526
40k
Side Projects
sachag
455
43k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
26
3.1k
How to train your dragon (web standard)
notwaldorf
97
6.3k
Build your cross-platform service in a week with App Engine
jlugia
233
18k
BBQ
matthewcrist
89
9.9k
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
9
930
Optimizing for Happiness
mojombo
379
70k
How To Stay Up To Date on Web Technology
chriscoyier
791
250k
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