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AWS Chaliceで始める爆速サーバレスチャットボット開発!!
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とすり
December 04, 2024
Programming
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AWS Chaliceで始める爆速サーバレスチャットボット開発!!
とすり
December 04, 2024
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Transcript
AWS Ch a lice で ࢝ΊΔ രαʔόϨενϟοτ ボ οτ։ൃ!! 2024.12.04
ϏϤϯυษڧձ @tosuri13
ͱ͢Γ @tosuri13 MOTEXגࣜձࣾ AIΤϯδχΞ Am a zon Tit a n
Text Embeddings V2ͷ Bin a ryVectorαϙʔτʹڳ͕ߴ໐͍ͬͯ·͢🤗
ಥવͰ͕͢ʮAWSͰνϟοτϘοτΛ࡞ͬͯཉ͍͠!!ʯ ͱݴΘΕͨΒͲ͏͠·͔͢? ࣾͰ͑Δ AIνϟοτϘοτ͕ཉ͍͠!! EC2ΛԕִͰૢ࡞Ͱ͖Δ νϟοτϘοτ͕ཉ͍͠!!
ಥવͰ͕͢ʮAWSͰνϟοτϘοτΛ࡞ͬͯཉ͍͠!!ʯ ͱݴΘΕͨΒͲ͏͠·͔͢? ϘοτΛৗறͤ͞Δ αʔόΛ༻ҙ͠ͳ͖Ό… ৽͘͠IAMϩʔϧΛ ൃߦ͓͔ͯ͠ͳ͖Ό… CFnςϯϓϨʔτ ༻ҙ͢Δͷ໘ͩͳ͊… σΟϨΫτϦߏ Ͳ͏͠Α͏…
ಥવͰ͕͢ʮAWSͰνϟοτϘοτΛ࡞ͬͯཉ͍͠!!ʯ ͱݴΘΕͨΒͲ͏͠·͔͢? ϘοτΛৗறͤ͞Δ αʔόΛ༻ҙ͠ͳ͖Ό… ৽͘͠IAMϩʔϧΛ ൃߦ͓͔ͯ͠ͳ͖Ό… CFnςϯϓϨʔτ ༻ҙ͢Δͷ໘ͩͳ͊… σΟϨΫτϦߏ Ͳ͏͠Α͏…
ߟ͑Δ͜ͱ͕ଟͯ͘େม!!
ͦ͜Ͱհ͍ͨ͠ͷ͕… ʮAWS Ch a liceʯ
Ch a liceͱ͍͍ͬͨ… PythonͰαʔόϨεΞϓϦέʔγϣϯΛ AWS্ʹૉૣ͘ߏஙͰ͖ΔϑϨʔϜϫʔΫ!!
Ch a liceʹ͍ͭͯৄ͘͠ݟ͍ͯ͜͏!!
Fl a sk/F a stAPIϥΠΫͳσίϨʔλϕʔεͷߏจʹΑΓ ֶशίετΛ͔͚ͣʹ։ൃͰ͖Δ!! Ch a liceͷಛ ͦͷᶃ
طଘͷPythonؔʹCh a liceͷσίϨʔλΛՃ͢Δ͚ͩͰɺ ؆୯ʹL a mbd a ͱͯ͠ఆٛ͢Δ͜ͱ͕Ͱ͖Δ!! REST APIͷ!!
PythonΞϓϦͰΑ͘༻͞Ε͍ͯΔFl a skF a stAPIʹࣅͨߏจͳͷͰɺ ϑϨʔϜϫʔΫಠࣗͷֶशίετ͕গͳ͘ࡁΈ·͢!! 🌟 Fl a skͳΒ…
🌟 F a stAPIͳΒ…
Ch a liceͷಛ ͦͷᶄ AWSΠϯϑϥετϥΫνϟΛҙࣝͤͣʹ αʔόϨεΞϓϦέʔγϣϯΛ։ൃͰ͖Δ!!
Α͋͘ΔαʔόϨεߏ L a mbd a + S3 Event L a
mbd a + EventBridge S3Ξοϓϩʔυ͞Εͨ ϑΝΠϧΛݕͯ͠νϟοτΛૹΓ͍ͨ!! ఆظతʹϦϚΠϯυ͢ΔΑ͏ͳ νϟοτϘοτΛ࡞Γ͍ͨ!!
L a mbd a + S3 Event L a mbd
a + EventBridge Ch a liceͳΒσίϨʔλΛ͚ସ͑Δ͚ͩͰɺ L a mbd a ͱؔ࿈ϦιʔεͷઃఆͳͲΛఆٛ͢Δ͜ͱ͕Ͱ͖·͢!!
Ch a liceͷಛ ͦͷᶅ CFnςϯϓϨTerr a formͳͲͷI a Cίʔυ͕ෆཁ!! AWSͷσϓϩΠ͕ͱͯγϯϓϧʹ!!
AWSʹσϓϩΠ͢Δ্Ͱͷ࠷େͷোน… CloudForm a tion Terr a form ςϯϓϨʔτϑΝΠϧ༻ҙͯ͠ σϓϩΠ͢Δͷେมͩͳ͊… ຊʹେม😥
ྫ͑͜ͷΑ͏ͳίʔυ͕͋Δͱ͖… Μ…?͜ΕͬͯIAMϙϦγʔʹ ԿͷݖݶΛՃͨ͠Β͍͍Μͩ? ͔Βͳͯ͘ࠔΔ!! ௐΔͷେม!! API G a tew a
y͔ΒL a mbd a Λ ݺͿͨΊʹඞཁͳͷͬͯԿ?
Ch a liceͳΒ… ↓ σίϨʔλͷ༰͔ΒσϓϩΠ͢ΔAWSϦιʔεΛಛఆ!! ch a lice deploy ͰඞཁͳϦιʔεΛࣗಈతʹσϓϩΠͯ͘͠ΕΔ!!
͞ΒʹIAMϩʔϧ·Ͱ…!! AWS SDK(boto3)ͷίʔυΛղੳɺ࠷খݖݶͷIAMϩʔϧΛ ࣗಈతʹ࡞ͯ͠L a mbd a ʹΞλονͯ͘͠ΕΔ!! ͱͬͯศར!!
CloudForm a tion Terr a form ͪͳΈʹɺCh a lice͔ΒCFnςϯϓϨʔτTerr a
formͰ σϓϩΠՄೳͳύοέʔδΛग़ྗ͢Δػೳ͍͍ͭͯ·͢!!
ͪΐͬͱෑډͷߴ͔ͬͨνϟοτϘοτ։ൃ… Ch a lice͕͋Εා͘ͳ͍!!✨ ԿͰ͍͍͔Βૣ͘ AIνϟοτϘοτΘͤͯʙ!! ࠓͳΒ؆୯ʹ࣮Ͱ͖Δͧ!!
ࢼ͠ʹCh a liceΛͬͯAIνϟοτϘοτΛ രͰ࡞ͬͯΈΔ!! Bedrock (Cl a ude 3 Sonnet)
API G a tew a y L a mbd a
ҰॠͰ🤗 (σϓϩΠ؆୯!!)
ɾ a pp.pyʹશͯ·ͱΊͳ͍ͱ͍͚ͳ͍!! ɹˠ Ϟδϡʔϧch a licelib͔ΒͷΠϯϙʔτʹ੍ݶ͞ΕΔͨΊɺCh a liceͷ༻ ్؆୯ͳϘοτ։ൃϓϩτλΠϓ։ൃͳͲʹݶΒΕΔɻ
ͱ͍͑ɺCh a liceʹۤखͳͱ͜Ζ͕…😓 ɾ࡞͞ΕΔAWSϦιʔεʹରͯ͠ॊೈͳઃఆ͕Ͱ͖ͳ͍!! ɹˠ ࣗಈతʹϦιʔεΛ࡞͢ΔϑϨʔϜϫʔΫͷͨΊํͳ͍໘͋Γͭ ͭ…ࡉ͔͍ઃఆΛ͢ΔʹSAMͳͲͷํ͕ద͍ͯ͠Δɻ
Ҏ্ɺAWS Ch a liceͷհͰͨ͠!! ؾʹͳͬͨํͥͻνΣοΫͯ͠Έ͍ͯͩ͘͞!!
Th a nk you for listening!! @tosuri13 ← Α͔ͬͨΒTwitterϑΥϩʔͯ͠Ͷ