本授業におけるチャットボットの使い方 / How to Use Chatbots in This Class

早稲田大学大学院経営管理研究科「プロンプトエンジニアリング ─ 生成AI の応用」2025 春のオンデマンド教材 第3回で使用したスライドです。

Transcript

1. Generated by Stable Diffusion 3.5 — AI 2025 3 (WBS) 2025 3 — 2025-04 – p.1/34
2. https://speakerdeck.com/ks91/collections/prompt-engineering-2025-spring 2025 3 — 2025-04 – p.2/34
3. ( 20 ) 1 • 2 • 3 • 4 5 6 RPG 7 “September 12th” 8 9 10 ∼ 11 Linux (Windows )(Mac ) 12 Open Interpreter ∼ 13 01 ∼ 14 AGI (Artificial General Intelligence) 7 (4/28 ) / (2 ) OK / 2025 3 — 2025-04 – p.3/34
4. (1/2) ( ) OpenAI GPT OpenAI Playground / Dashboard 1 : API (Application Programming Interface) 2 : ( ) 3 : AI ( ) Saito Lab at WBS 2025 Zoom Discord ( ) 2025 3 — 2025-04 – p.4/34
5. (2/2) Discord GPT-Discord Bot System 1 : 2 : AI Playground / Dashboard AI ^^; (realtime ) OpenInterpreter ( ) 01 ( ) 2025 3 — 2025-04 – p.5/34
6. (15 (15 P P
   P (15 NPEFMT
    0QFO"* ʹ͔͠ ৮Εͳ͍ ɾίϯγϡʔϚʔ޲͚ ɾ։ൃऀ޲͚
    νϡʔτϦΞϧ༻
    ؆୯ͳ͓ࢼ͠ ɾίϯγϡʔϚʔ޲͚ ɾֶशऀ޲͚  ϚϧνϢʔβʔ
    ޓ͍ʹ؍࡯΍հೖ͕Մೳ ɾۀ຿޲͚
    Έͳ͞Μ͕ۀ຿Ͱ ɹ։ൃͨ͠Γ࢖ͬͨΓ͢Δ ɹͷ͸ଟ෼͜Ε ະ஌Ͱ͋Γ࿅शͷ͠Α͏͕ͳ͍ (15P ͳΜͰ΋ Ͱ͖Δ νϟοτ Ͱ͖Δ (15 ⣋ Λఏڙ ͔͜͜Β໼ҹͷઌͷ ΄ͱΜͲΛମݧͯ͠ ֶ΂Δ तۀͰ࢖͏ तۀͰ࢖͏ ͔͜͜Β໼ҹͷઌͷ ΄ͱΜͲΛମݧͯ͠ ֶ΂Δ େ·͔ʹಉ͡΋ͷ ֓೦తͳ
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   JOUFSQSFUFS GVODUJPO
   DBMMJOH %"--& WFDUPS
   TUPSF 1MBZHSPVOE $IBU(15 (15T ΞϓϦ ϩδοΫ ΞϓϦ ϩδοΫ
   
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   ͱ͔ͷϞσϧͷ͜ͱͰ͕͢ɺͦ͜ʹ
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   ͷ͜ͱΛɺ0QFO"*
   ͸ϚʔέςΟϯά্
   Ϣʔβʔ͸ෳࡶͳ ɹ
   ༻ޠମܥΛ޷·ͳ͍ͷͰ ɺಉ͘͡ʮ(15ʯͱݺΜͰ͍·͢ɻ ɹ
   ͜ΕΛຊདྷͷ (15 ͱ۠ผ͢ΔͨΊʹɺ͜ͷतۀͰ͸ (15 ⣋ ɹ
   ϚʔέςΟϯά༻ޠͱͯ͠ͷ (15 ͱݺΜͰΈ·͠ΐ͏ɻ (15 ϑΝΠϯ νϡʔχϯά ͞Εͨ ϑΝΠϯ νϡʔχϯά ͞Εͨ API (Application Programming Interface) Chat ChatGPT Assistants GPTs 2025 3 — 2025-04 – p.6/34
7. Discord 2025 3 — 2025-04 – p.7/34
8. Discord Discord . . . 1 . . . ( ) @mentions → 2 ( ) ( ) 2 · ( ) BAN · OpenAI API 2025 3 — 2025-04 – p.8/34
9. OpenAI Playground Saito Lab at WBS “Personal” OpenAI (ChatGPT) 2025 3 — 2025-04 – p.9/34
10. Playground (ChatGPT ) ϞσϧΛબ୒Ͱ͖·͢ ೖྗ͠·͢ 2025 3 — 2025-04 – p.10/34
11. Playground (GPTs ) ΞγελϯτΛબ୒ʗ࡞੒͠·͢ ϞσϧΛબ୒Ͱ͖·͢ ೖྗ͠·͢ 2025 3 — 2025-04 – p.11/34
12. GPT-Discord Bot System ( AIC ) ( ) ( ) Assistants API Playground /chat 2025 3 — 2025-04 – p.12/34
13. GPT-Discord Bot System ϝϯόʔ͕ॴଐ͢Δ૊৫ ϝϯόʔ େن໛ݴޠϞσϧ (15P
    ΄͔ ࢲͨͪͷ νʔϜ͕։ൃ εϨου ࢲ ࢲͨ ͨͪ ͪ νϟοταʔϏε %JTDPSE ϫʔΫεϖʔε %JTDPSE αʔόʔ PE νϟοτϘοτ HQUEJTDPSECPU ৗ࣌Քಇɾৗ࣌઀ଓͷ ԿΒ͔ͷϚγϯ ƅ˜ƅ ů ։࢝ Ξγελϯτ "1* εϥογϡίϚϯυ ᶃ ᶄ ᶅ ᶆ ᶇ ίϚϯυʹΑΔ੍ޚ Ξγελϯτͱͯ͠ର࿩ ಡΈग़͠ɾॻ͖ࠐΈ ର࿩ ର࿩ ର࿩ ର࿩ ʲΞγελϯτ "1*ʳ ɾΞγελϯτͷੜ੒ $ ɾऔಘ 3 ɾߋ৽ 6 ɾ࡟আ % ɾ
    0QFO"* εϨουͷੜ੒ɾॻ͖ࠐΈ ϝϯόʔ͸ɺίϚϯυΛ௨ͯ͠ ʮϏϧμʔΞγελϯτʯͱର࿩͠ͳ͕Β "* ΞγελϯτΛੜ੒ͨ͠Γɺ ੜ੒ࡁͷ "* ΞγελϯτΛमਖ਼ͨ͠Γɺ "* ΞγελϯτΛݺͼग़ͯ͠ର࿩Ͱ͖·͢ɻ ʲίϚϯυҰཡʳ CVJME DIBU EFMFUF MJTU TIPX VQEBUF ʜ
    ΞγελϯτΛੜ੒ ʜ
    Ξγελϯτͱର࿩։࢝ ʜ
    ΞγελϯτΛ࡟আ ʜ
    ΞγελϯτҰཡ ʜ
    ΞγελϯτΛදࣔ ʜ
    ΞγελϯτΛमਖ਼ GPTs × ⇒ 2025 3 — 2025-04 – p.13/34
14. GPT-Discord Bot System ( ) 0 1 2 API 3 Discord 4 Discord 5 Discord Discord AI · tutor (noun) — a private teacher, typically one who teaches a single pupil or a very small group 2025 3 — 2025-04 – p.14/34
15. gptbot-wbs WBS Discord : https://github.com/KeioAIConsortium/gpt-discord-bot : https://github.com/ks91/gpt-discord-bot ← GPTs ( ) ChatGPT ( ) 2025 3 — 2025-04 – p.15/34
16. (1/3) ID ( id) (identifier ) . . . ( ) . . . AI ( AI) /chat ID (assistant_id) name ( ) . . . description ( ) . . . · name description instructions ( ) . . . tools ( ) . . . · Files ( ), Code Interpreter ( ) files ( ) . . . · Files (enable) 2025 3 — 2025-04 – p.16/34
17. (2/3) (assistant_id : asst_OUIhymbGuI1siXVaLs7evkaJ) ( /build ) /update ← (sandbox) Discord # ID (thread; ) ( 2 ) Discord Discord OpenAI OpenAI API thread_id /chat Discord 2025 3 — 2025-04 – p.17/34
18. (3/3) ( ) “/” (/build) (Create ) (/show, /list) (Read ) (/update) (Update ) (/delete) (Delete ) · CRUD (/chat) ( )( ) /build /chat /update /build 2025 3 — 2025-04 – p.18/34
19. (/list ) Discord → /list /list search: ( ) 2025 3 — 2025-04 – p.19/34
20. ( ) ΫϦοΫͯ͠બͿͱೖྗͰ͖·͢ . . . assistant_id 2025 3 — 2025-04 – p.20/34
21. (/chat )(1/3) /chat ΫϦοΫͯ͠εϨουΛදࣔ͠·͢ ⇒ ΫϦοΫͯ͠ϓϧμ΢ϯϝχϡʔΛ දࣔͤͯ͞ɺΞγελϯτΛબͼ·͢ 20 . . . . . . 2025 3 — 2025-04 – p.21/34
22. (/chat )(2/3) /chat 3 (1) /chat 20 (2) /chat assistant_id: ID (3) /chat search: 20 2025 3 — 2025-04 – p.22/34
23. (/chat )(3/3) Discord 2025 3 — 2025-04 – p.23/34
24. (1) /chat assistant_id: asst_OUIhymbGuI1siXVaLs7evkaJ — (2) /chat search: (2) /build name: ( ) ( ) ( ) ( ) — /update ID (3) /chat assistant_id: ID — 3 2025 3 — 2025-04 – p.24/34
25. ( ) /chat assistant_id asst_OUIhymbGuI1siXVaLs7evkaJ 2025 3 — 2025-04 – p.25/34
26. (/build ) /build name: description ( ) instructions ( ) ( ) code interpreter 2025 3 — 2025-04 – p.26/34
27. /build EFTDSJQUJPO
    આ໌ ͸ʁ ਓؒͷ ͨΊͷ ୹͍આ໌Λ ॻ͘ ϓϩϯϓτ Λॻ͘ Ξγελϯτʹ ໊લΛ෇͚Δ &OBCMF
    PS %JTBCMF :FT /P ϑΝΠϧ ܈Λ·ͱ Ίͯυϩ οϓ͢Δ &OBCMF
    PS %JTBCMF
    ͔ͭ 'JMFT
    ༗ޮ %JTBCMF
    ͔ͭ 'JMFT
    ແޮ JOTUSVDUJPOT
    ࢦࣔ ͸ʁ 'JMFT
    ϑΝΠϧ ಡΈࠐΈ ͸ ༗ޮʁແޮʁ $PEF
    *OUFSQSFUFS ϓϩάϥϜͷ ੜ੒ɾ࣮ߦ ͸ ༗ޮʁແޮʁ ϑΝΠϧΛ ௥Ճ͢Δʁ ϑΝΠϧ଴ͪ Ξγελϯτ ੜ੒׬ྃ 2025 3 — 2025-04 – p.27/34
28. (/update ) /update assistant_id: ID “.” ( ) 2(3?) GPTs /update (/build 1 ) 2025 3 — 2025-04 – p.28/34
29. /update EFTDSJQUJPO
    આ໌ ͸ʁ ਓؒͷ ͨΊͷ ୹͍৽͍͠ આ໌Λॻ͘ มߋ͠ͳ͍ ͳΒ
    lz Λଧͭ มߋ͠ͳ͍ ͳΒ
    lz Λଧͭ ৽͍͠ ϓϩϯϓτ Λॻ͘ Ξγελϯτ *% Λ ࢦఆ͢Δ &OBCMF
    PS %JTBCMF :FT :FT
    PS /P /P ϑΝΠϧ ܈Λ·ͱ Ίͯυϩ οϓ͢Δ &OBCMF
    PS %JTBCMF
    ͔ͭ 'JMFT
    ༗ޮ %JTBCMF
    ͔ͭ 'JMFT
    ແޮ JOTUSVDUJPOT
    ࢦࣔ ͸ʁ 'JMFT
    ϑΝΠϧ ಡΈࠐΈ ͸ ༗ޮʁແޮʁ $PEF
    *OUFSQSFUFS ϓϩάϥϜͷ ੜ੒ɾ࣮ߦ ͸ ༗ޮʁແޮʁ ࠓ͋ΔϑΝΠϧ Λอ࣋͢Δʁ ϑΝΠϧΛ ௥Ճ͢Δʁ ϑΝΠϧ଴ͪ Ξγελϯτ ߋ৽׬ྃ 2025 3 — 2025-04 – p.29/34
30. Ϗϧμʔͱ࿩͢ εϨου ૬ஊ͢Δ ର࿩͢Δ ͪΐͬͱ ҧ͏ͳ ςΩετνϟϯωϧ ͔Β %JTDPSE
    ͔Βίϐʔͨ͠ ಺༰ΛϝϞாͰ ฤूͯ͠ ίϐϖ͢Δͱ Α͍͔΋ ˣ ߋ৽εϨου͔Β ςΩετνϟϯωϧ ͔Β ςΩετνϟϯωϧ ͔Β Α͠ࢼͯ͠ΈΑ͏ ॳճ
    
    DIBU DIBU ॳճ
     CVJME ߋ৽
    
    VQEBUF આ໌΍ ࢦࣔΛ ೖྗ͢Δ ΞγελϯτΛ࡞Γ ߋ৽͢ΔεϨου ΞγελϯτΛ ࢼ͢εϨου 2025 3 — 2025-04 – p.30/34
31. (1/2) ([ ] ) /build name: ( Discord ) /chat [assistant_id: ID][thread_id: ID] [search: ] ( Discord ) ID Discord 20 /delete assistant_id: ID ID 2025 3 — 2025-04 – p.31/34
32. (2/2) ([ ] ) /list [offset: ][max: ] [search: ] ( ) 20 ( 0) 1 1,500 /show assistant_id: ID 1 1,500 /update assistant_id: ID ( Discord ) /build 2025 3 — 2025-04 – p.32/34
33. ( ) /update /build 2025 3 — 2025-04 – p.33/34
34. 2025 3 — 2025-04 – p.34/34