AWS/GCPで始める 生成AI入門

Transcript

1. AWS/GCPͰ࢝ΊΔ
   εϞʔϧελʔτੜ੒AIೖ໳
   Introduction to AI-based application development. Gunma.web 2024.10.19 ff i Tsubasa SEKIGUCHI
2. TinyKitten Freelance frontend engineer
3. Tsubasa SEKIGUCHI ౎಺Λڌ఺ͱ͢Δ܈അݝલڮࢢग़਎
   ϑϦʔϥϯεϑϩϯτΤϯυΤϯδχΞ
   ͖ͬͨΜͱݺ͹Ε͍ͯ·͢
4. ೥ͿΓʹ໊ࢗͷσβΠϯΛߋ৽͠·ͨ͠
5. NFCλά͕͋Γ·͢
   ࠓண༻͍ͯ͠Δ໊ࡳͷ֓Ͷதԝ෦෼ʹNFCλάΛຒΊࠐΜͰ͍·͢ɻ
   ձ৔ࢀՃͷํ͸NFCରԠεϚϗͰੋඇ͓ࢼ͍ͩ͘͠͞ɻ
6. TrainLCD ೔ຊશࠃͷమಓ࿏ઢͰ࢖͑Δ ৽ײ֮ͷφϏήʔγϣϯΞϓϦͰ͢ɻ
7. Smart StackରԠ
   ޷ධ഑৴த
8. TrainLCDͷݪܕதͷݪܕͷΞϓϦʹؔͯ͠ͷηογϣϯΛͨ͠ࡍͷ഑৴͕YouTubeʹ͋Γ·͢
9. ࠓճͷ୊ࡐ Google Vertex AI vs AWS Bedrock ੜ੒AIͷൺֱ
10. Vertex AIͱ͸ GCPαʔϏεͷҰ෦
    Google͕ఏڙ͢ΔΫϥ΢υαʔϏε ʮGoogle Cloud PlatformʯΛߏ੒͢ΔػೳͷҰͭ
    ࣗࣾͷੜ੒AI GeminiΛ౥ࡌ
    Gemini͸Google͕։ൃͨ͠ੜ੒ܕAIνϟοτϘοτ
    Vetex AI Studioͱ͍͏ػೳͰੜ੒AIΛνϡʔχϯάՄೳ
    ςΩετͷ຋༁ɺը૾ͷੜ੒ɺԻ੠ͷม׵ɾ߹੒ͷαϯϓϧ͋Γ
    Model GardenͰج൫ϞσϧΛ୳͢͜ͱ΋Մೳ
11. Vertex AIͱ͸ GCPαʔϏεͷҰ෦
    Google͕ఏڙ͢ΔΫϥ΢υαʔϏε ʮGoogle Cloud PlatformʯΛߏ੒͢ΔػೳͷҰͭ
    ࣗࣾͷੜ੒AI GeminiΛ౥ࡌ
    Gemini͸Google͕։ൃͨ͠ੜ੒ܕAIνϟοτϘοτ
    Vetex AI Studioͱ͍͏ػೳͰੜ੒AIΛνϡʔχϯάՄೳ
    ςΩετͷ຋༁ɺը૾ͷੜ੒ɺԻ੠ͷม׵ɾ߹੒ͷαϯϓϧ͋Γ
    Model GardenͰج൫ϞσϧΛ୳͢͜ͱ΋Մೳ هࣄੜ੒ͷαϯϓϧ
12. AWS Bedrockͱ͸ AWSαʔϏεͷҰ෦
    Amazonࣾؔ࿈اۀ͕ఏڙ͢ΔΫϥ΢υαʔϏε ʮAmazon Web ServicesʯΛߏ੒͢ΔػೳͷҰͭ
    ༷ʑͳج൫Ϟσϧ͔Βબ΂Δ
    େख AI اۀ͕ఏڙ͢Δ͞·͟·ͳߴੑೳج൫Ϟσϧʹ؆୯ʹΞΫηεͰ͖Δ બ୒͢ΔϞσϧʹؔΘΒͣ୯ҰͷAPIͱͯ͠࢖༻Ͱ͖ΔͷͰɺ ࠷খݶͷίʔυมߋͰ࠷৽ͷϞσϧόʔδϣϯʹΞοϓάϨʔυՄೳ
13. AWS Bedrockͱ͸ AWSαʔϏεͷҰ෦
    Amazonࣾؔ࿈اۀ͕ఏڙ͢ΔΫϥ΢υαʔϏε ʮAmazon Web ServicesʯΛߏ੒͢ΔػೳͷҰͭ
    ༷ʑͳج൫Ϟσϧ͔Βબ΂Δ
    େख AI اۀ͕ఏڙ͢Δ͞·͟·ͳߴੑೳج൫Ϟσϧʹ؆୯ʹΞΫηεͰ͖Δ બ୒͢ΔϞσϧʹؔΘΒͣ୯ҰͷAPIͱͯ͠࢖༻Ͱ͖ΔͷͰɺ ࠷খݶͷίʔυมߋͰ࠷৽ͷϞσϧόʔδϣϯʹΞοϓάϨʔυՄೳ
14. ͱ͜ΖͰ ςΩετੜ੒AI΁ͷ໋ྩํ๏ ϓϩϯϓτʢલఏ৚݅ʣΛઌʹڭ͓͍͑ͯͯɺ Ϣʔβʔ͔Βೖྗ͞ΕͨςΩετʹରͯ͠ฦ౴͢Δ ͨͱ͑͹ɺ͋ͳͨ͸܈അݝிͰߦΘΕΔษڧձΠϕϯ τͷελοϑͰ͢ɻ
    
    ࢀՃऀͷํͷ࣭໰ʹΠϕϯτͷझࢫʹԊͬͨҊ಺Λߦ ͳ͍ͬͯͩ͘͞ɻ
    લఏͱͯ͠ඞཁͳ৚݅͸Լهͷ௨ΓͰ͢
    ʜ ϓϩϯϓτͷྫ
15. ૯ධ Vertex AI vs Bedrock
    ݸਓ։ൃϨϕϧͷੜ੒AIΛ࡞Γ͍ͨͱ͍͏લఏͰ͸ɺ Vertex AI͕͓͢͢ΊͰ͢ɻ Bedrock͸༷ʑͳAIج൫ϞσϧΛબ୒Ͱ͖Δ͜ͱ͸ࣄ࣮Ͱ͕͢ɺ ֤ʑͷج൫ϞσϧΛ࢖༻͢Δࡍʹ͸ਃ੥͕ඞཁͳΑ͏Ͱ͢ɻ ͦ΋ͦ΋ج൫Ϟσϧ͕ෳ਺ඞཁʹͳΔ͜ͱ͸͋·Γͳ͍ͱࢥ͍·͕͢ɻɻɻ
16. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ
    Thank you for listening! Gunma.web 2024.10.19 ff i Tsubasa SEKIGUCHI