Lock in $30 Savings on PRO—Offer Ends Soon! ⏳
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
750
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
88
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
210
JetBrains AI Assistant を試してみた
circled9
1
550
Fresh
circled9
0
260
React Hooks 勉強会 vol.3
circled9
2
450
JSON.stringify()
circled9
2
500
Other Decks in Programming
See All in Programming
TVerのWeb内製化 - 開発スピードと品質を両立させるまでの道のり
techtver
PRO
3
1.4k
『実践MLOps』から学ぶ DevOps for ML
nsakki55
2
550
関数の挙動書き換える
takatofukui
4
770
NUMA環境とコンテナランタイム ― youki における Linux Memory Policy 実装
n4mlz
1
100
テストやOSS開発に役立つSetup PHP Action
matsuo_atsushi
0
140
Herb to ReActionView: A New Foundation for the View Layer @ San Francisco Ruby Conference 2025
marcoroth
0
240
「コードは上から下へ読むのが一番」と思った時に、思い出してほしい話
panda728
PRO
19
11k
20251127_ぼっちのための懇親会対策会議
kokamoto01_metaps
2
410
20 years of Symfony, what's next?
fabpot
2
310
ZOZOにおけるAI活用の現在 ~モバイルアプリ開発でのAI活用状況と事例~
zozotech
PRO
8
4.1k
CSC305 Lecture 15
javiergs
PRO
0
250
How Software Deployment tools have changed in the past 20 years
geshan
0
28k
Featured
See All Featured
Docker and Python
trallard
46
3.7k
How GitHub (no longer) Works
holman
316
140k
A Modern Web Designer's Workflow
chriscoyier
697
190k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
10
700
RailsConf 2023
tenderlove
30
1.3k
Raft: Consensus for Rubyists
vanstee
140
7.2k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
31
2.7k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3.2k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
35
2.3k
Imperfection Machines: The Place of Print at Facebook
scottboms
269
13k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
31
3k
Building Better People: How to give real-time feedback that sticks.
wjessup
370
20k
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