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生成AIで仕事を
もっとおもしろくする事例と詳解

 生成AIで仕事を
もっとおもしろくする事例と詳解

Tech Surfers vol.1 (mark MEIZAN新エンジニア向けプログラム)でお話しました。

Kazuhiko Yamashita

October 25, 2023
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  1. ੜ੒AIͰ࢓ࣄΛ

    ΋ͬͱ͓΋͠Ζ͘͢Δࣄྫͱৄղ
    ʙ৓ࢁϗςϧ͕ࣛࣇౡͰҰ൪޷͖Ͱ͢ʙ

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  2. ࢁԼ࿨඙!QZBNB
    (.0ϖύϘٕज़ج൫νʔϜ
    γχΞɾϓϦϯγύϧ
    ɹΩϟϯϓɺཱྀߦɺώϧτϯ८ΓɺιϫχΤ८Γ
    ($1ɺ"JS
    fl
    PXɺ1VC4VCɺ%BUB
    fl
    PX

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  3. ࣮Ո͸͜͜ʂ
    ͭΔҎ֎ʹ΋࠷ۙ͸

    ίϝμᘖᘣ͕Ͱ͖·ͨ͠ʂʂʂ

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  4. ۚ୔ɺͦ͜ʹશ͕ͯ͋Γ·͢

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  5. ϗεςΟϯάࣄۀ &$ࢧԉࣄۀ ϋϯυϝΠυɾͦͷଞࣄۀ

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  6. ࣛࣇౡΦϑΟε΋೤྽࠾༻த
    https://hr.pepabo.com/report/2023/10/06/9209

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  7. ࠓ೔࿩͢͜ͱ
    େن໛ݴޠϞσϧʹ͍ͭͯ

    ϖύϘʹ͓͚Δར׆༻

    AIͱ͏·͘෇͖߹͏ͨΊʹ

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  8. େن໛ݴޠ
    Ϟσϧ

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  9. ChatGPT(Generative Pretrained Transformer)
    https://chat.openai.com/

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  10. ChatGPT
    https://chat.openai.com/
    ཁ໿ͳͲ΋ಘҙ

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  11. ChatGPT
    https://chat.openai.com/

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  12. You, liar,liar ΋͏৴͡ΒΕͳ͍΍
    https://chat.openai.com/

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  13. ԿΛ৴ͯ͡
    ੜ͖Ε͹͍͍ͷ͔ʁ

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  14. ਖ਼͍͔͠Ͳ͏͔ΛݟۃΊΒΕΔਓ͕

    ޮ཰తʹੜ͖ΒΕΔੈք
    • GPT͸ਓͷೳྗΛԆ৳͢Δ

    • ਖ਼͍͔͠Ͳ͏͔Λ൑ผ͢Δʹ͸ɺਓͷೳྗ͕ࠓͷͱ͜Ζ͸ॏཁͰ͋Δ

    • ֶशσʔλʹͳ͍΋ͷ͸஌Βͳ͍(~2021೥9݄)

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  15. GPTͱڞʹੜ͖Δ

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  16. αʔϏε։ൃ

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  17. ঎඼ͷϓϩϞʔγϣϯจষΛ࡞੒
    • ECαΠτͰൢച͍ͯ͠Δ঎඼Λ

    SNSʹγΣΞ͢ΔࡍͷັྗతͳจষΛ

    ঎඼આ໌ͳͲ͔ΒࣗಈͰੜ੒

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  18. ঎඼ਪનͱͷ૬ੑ͕͍͍
    • ਪનͳͲਓྨ͕࠷ऴతʹܾఆ͢Δ෼໺ʹ

    ͓͍ͯ૬ੑ͕͍͍

    • LangChainΛར༻͢Δ͜ͱͰGPTΛ֦ு͢Δ

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  19. LangChain
    OpenAIͷGPT΍GoogleݕࡧΛந৅Խͯ͠ѻ͏ࣄ͕Ͱ͖ΔϥΠϒϥϦ

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  20. LangChain
    LLMΛར༻ͯ͠ɺπʔϧΛબ୒͠ɺ݁ՌΛಋग़͢Δ

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  21. OpenAIͰϢʔβʔͷจষΛ

    ݕࡧՄೳͳจݴ΁มߋͯ͠ɺ

    SUZURIͷ঎඼Λݕࡧ
    LangChain
    LangChainͰੜ੒ͨ͠৘ใΛ΋ͱʹΫΤϦ
    https://js.langchain.com/docs/modules/chains/popular/api

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  22. Slack-GPT
    ΋͸΍GPTͰ͔͠࢓ࣄͯ͠ͳ͍
    https://github.com/pyama86/slack-gpt

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  23. Slack-GPT
    ݟ͑Δͱ͜ΖͰ΍Δ=൑அ͢Δ೴͕૿͑Δ

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  24. GPT-Bot
    PRͷDiffΛGPTʹ৯ΘͤΔ
    https://github.com/pyama86/gpt-bot

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  25. ͞ΑͳΒ໨Grep

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  26. openai/python

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  27. APIΛ࣮ߦ͢Ε͹৭ʑग़དྷΔ
    ςετίʔυΛࣗಈੜ੒
    σʔλϕʔεͷυΩϡϝϯτΛੜ੒

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  28. Cloud Data Loss Prevention
    https://cloud.google.com/dlp/docs?hl=ja
    ൿಗ৘ใ͸ϚεΫͰ͖Δ

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  29. GitHub Copilot

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  30. GitHub Copilotͷಋೖ
    • ίʔυੜ࢈ੑ͕޲্͠ɺ

    σϓϩΠස౓͕޲্

    • ਪન͞Εͨίʔυͷ࠾༻཰͸

    3ׂఔ౓(໿1ϲ݄)

    • ࠾༻͞Εͨίʔυͷߦ਺͸

    35,000ߦఔ౓(໿1ϲ݄)
    https://tech.pepabo.com/2023/08/30/github-copilot-e
    ff
    ects/

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  31. AIΛϏδωε׆༻͢ΔͨΊʹ
    • ๏຿ͱ࿈ܞ͠ɺࣾ಺ʹ͓͚Δར༻ͷΨΠυϥΠϯΛࡦఆ

    • ֎෦ʹݸਓ৘ใͳͲͷൿಗ৘ใΛૹ৴͠ͳ͍

    • ֶशσʔλͷར༻ڐ୚͸൱ೝ͢Δ

    • ஶ࡞ݖɾϥΠηϯεҧ൓ʹ֘౰͠ͳ͍Α͏ͳઃఆͰར༻͢Δ

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  32. AIΛ্खʹར༻͢ΔͨΊʹ
    • ࣗ਎͕஌Βͳ͍͜ͱ͸AIʹฉ͍ͯ΋ਖ਼͕͠͞Θ͔Βͳ͍ͷͰɺࣗ෼ͷೳྗ
    ΛԆ৳Ͱ͖ͳ͍

    • AI͕ग़དྷΔ͜ͱ=୭Ͱ΋ग़དྷΔ͜ͱͱ͍͏࣌୅ʹͳͬͨͷͰɺ

    AIͷόϦϡʔΛ੒Ռͱ͢Δ͜ͱ͸ࠩͱͳΓ͑ͳ͍

    • AIʹग़དྷΔ͜ͱ͸AIʹ΍Βͤͯɺਓྨ͸ਓྨʹ͔͠Ͱ͖ͳ͍͜ͱΛ΍Δ

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  33. ͏ͳ͗͸͑͢٢ɺण࢘͸·Ͳ͔೿Ͱ͢ɻ
    ࠷৽ͷ࠾༻৘ใΛνΣοΫˠ !QC@SFDSVJU

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