Generated by Stable Diffusion 3.5 — AI 2025 3 (WBS) 2025 3 — 2025-04 – p.1/34 

https://speakerdeck.com/ks91/collections/prompt-engineering-2025-spring 2025 3 — 2025-04 – p.2/34 

( 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 

(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 

(2/2) Discord GPT-Discord Bot System 1 : 2 : AI Playground / Dashboard AI ^^; (realtime ) OpenInterpreter ( ) 01 ( ) 2025 3 — 2025-04 – p.5/34 

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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 

Discord 2025 3 — 2025-04 – p.7/34 

Discord Discord . . . 1 . . . ( ) @mentions → 2 ( ) ( ) 2 · ( ) BAN · OpenAI API 2025 3 — 2025-04 – p.8/34 

OpenAI Playground Saito Lab at WBS “Personal” OpenAI (ChatGPT) 2025 3 — 2025-04 – p.9/34 

Playground (ChatGPT ) ϞσϧΛબ୒Ͱ͖·͢ ೖྗ͠·͢ 2025 3 — 2025-04 – p.10/34 

Playground (GPTs ) ΞγελϯτΛબ୒ʗ࡞੒͠·͢ ϞσϧΛબ୒Ͱ͖·͢ ೖྗ͠·͢ 2025 3 — 2025-04 – p.11/34 

GPT-Discord Bot System ( AIC ) ( ) ( ) Assistants API Playground /chat 2025 3 — 2025-04 – p.12/34 

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ΞγελϯτΛੜ੒ ʜ
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ΞγελϯτΛमਖ਼ GPTs × ⇒ 2025 3 — 2025-04 – p.13/34 

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 

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 

(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 

(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 

(3/3) ( ) “/” (/build) (Create ) (/show, /list) (Read ) (/update) (Update ) (/delete) (Delete ) · CRUD (/chat) ( )( ) /build /chat /update /build 2025 3 — 2025-04 – p.18/34 

(/list ) Discord → /list /list search: ( ) 2025 3 — 2025-04 – p.19/34 

( ) ΫϦοΫͯ͠બͿͱೖྗͰ͖·͢ . . . assistant_id 2025 3 — 2025-04 – p.20/34 

(/chat )(1/3) /chat ΫϦοΫͯ͠εϨουΛදࣔ͠·͢ ⇒ ΫϦοΫͯ͠ϓϧμ΢ϯϝχϡʔΛ දࣔͤͯ͞ɺΞγελϯτΛબͼ·͢ 20 . . . . . . 2025 3 — 2025-04 – p.21/34 

(/chat )(2/3) /chat 3 (1) /chat 20 (2) /chat assistant_id: ID (3) /chat search: 20 2025 3 — 2025-04 – p.22/34 

(/chat )(3/3) Discord 2025 3 — 2025-04 – p.23/34 

(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 

( ) /chat assistant_id asst_OUIhymbGuI1siXVaLs7evkaJ 2025 3 — 2025-04 – p.25/34 

(/build ) /build name: description ( ) instructions ( ) ( ) code interpreter 2025 3 — 2025-04 – p.26/34 

/build EFTDSJQUJPO
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*OUFSQSFUFS ϓϩάϥϜͷ ੜ੒ɾ࣮ߦ ͸ ༗ޮʁແޮʁ ϑΝΠϧΛ ௥Ճ͢Δʁ ϑΝΠϧ଴ͪ Ξγελϯτ ੜ੒׬ྃ 2025 3 — 2025-04 – p.27/34 

(/update ) /update assistant_id: ID “.” ( ) 2(3?) GPTs /update (/build 1 ) 2025 3 — 2025-04 – p.28/34 

/update EFTDSJQUJPO
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*OUFSQSFUFS ϓϩάϥϜͷ ੜ੒ɾ࣮ߦ ͸ ༗ޮʁແޮʁ ࠓ͋ΔϑΝΠϧ Λอ࣋͢Δʁ ϑΝΠϧΛ ௥Ճ͢Δʁ ϑΝΠϧ଴ͪ Ξγελϯτ ߋ৽׬ྃ 2025 3 — 2025-04 – p.29/34 

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
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VQEBUF આ໌΍ ࢦࣔΛ ೖྗ͢Δ ΞγελϯτΛ࡞Γ ߋ৽͢ΔεϨου ΞγελϯτΛ ࢼ͢εϨου 2025 3 — 2025-04 – p.30/34 

(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 

(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 

( ) /update /build 2025 3 — 2025-04 – p.33/34 

2025 3 — 2025-04 – p.34/34