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自作LLM Native GORM Pluginで実現する AI Agentバックテスト基盤構築
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po3rin
September 29, 2025
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自作LLM Native GORM Pluginで実現する AI Agentバックテスト基盤構築
po3rin
September 29, 2025
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Transcript
AI AgentόοΫςετج൫ߏங ࣗ࡞LLM Native GORM PluginͰ࣮ݱ͢Δ golang.tokyo #41 / pon
)JSPNV/BLBNVSB )JSPNV /BLBNVSB QPSJO "*.-0QT&OHJOFFS*OUFSFTUJOH JO*OGPSNBUJPO3FUSJFWBM
1
2
🙌"*"HFOUͷաڈσʔλΛͬͨόοΫςετج൫͕ཉ͍͠ 3 🛠%FW"*"HFOUػೳͷ࣮ݧධՁ͕͔ͲΔ 👔4BMFTఏҊʹ͑Δ ͜ͷػೳΛಋೖ͢ΔͱҰϲ݄Ͱ͕ࠩ͠͠/݅ݮΓ·͢ 👩💼6TFSࣗͰઃఆͨ͠"*"HFOUػೳͷޮՌΛνΣοΫͰ͖Δ 🤖"HFOUࣗͰ࡞ͬͨϨϏϡʔϧʔϧΛνΣοΫ͠ɺࣗݾम෮ΛճͤΔΑ͏ʹͳΔɻ
❄4OPXGMBLFͰաڈσʔλʹΞΫηε 4 -BZFS9ͰաڈσʔλʹΞΫηε͢Δࡍʹศརͳϓϩγʔδϟ ςʔϒϧ໊ͱಉ͡ Λ ఆ͍ٛͯ͠Δɻ͜ΕΛ5"#-&ؔʹ͔ͯ͋ͨ͠ςʔϒϧͱͯ͠ΞΫηε ͍ͯ͠ΔΑ͏ʹݟ͍ͤͯΔ
5 "*ਃϨϏϡʔ෦ͰαʔϏεͷ"1*ʹґଘ͍ͯ͠Δɻ"1*Λୟ͍ͨઌ ʹ࠷৽σʔλ͔͠ೖͬͯͳ͍ɻ ਃཧAPI ςφϯτཧAPI AIਃϨϏϡʔAgent ΞϓϦέʔγϣϯDB(࠷৽σʔλͷΈ) 😭"*"HFOUόοΫςετͷ͠͞
😭"*"HFOUόοΫςετͷ͠͞ 6 ґଘσʔλऔಘઌΛ4OPXGMBLFͰؙʑೖΕସ͑Δͱɺ"1*Ͱ͍ͬͯͨ σʔλͷલޙॲཧΛؙʑ"HFOUଆʹҠ২͠ͳ͍ͱ͍͚ͳ͍ AIਃϨϏϡʔAgent "1*Ͱ͍ͬͯͨσʔλͷલޙॲཧΛ શͯ4OPXGMBLFͷΫΤϦͰ࠶ݱ͍ͯ͘͠ͷʁ σʔλ͕Ұக͍ͯ͠Δ͔ΛͲ͏ςετ͢Δͷʁ 🤔
😭"*"HFOUόοΫςετͷ͠͞ 7 "1*ܦ༝ͳΒσʔλॲཧؚΊΔ͜ͱ͕Ͱ͖Δɻ͚ͲɺαʔϏε"1*ʹ 4OPXGMBLFΓସ͑ػߏΛೖΕΔͷʁΫΤϦϏϧμʔ͔ΒมߋʹͳΔͻͱ ʹɺ4OBQTIPUࢦఆύϥϝʔλΛൖͤ͞Δॲཧඞཁ͕͋Δɻ݁ߏେ ͖ͳࣄͩͳ͊ɻɻɻ ਃཧAPI ςφϯτཧAPI AIਃϨϏϡʔAgent
8 "1*ͷ࣮Λ΄ͱΜͲม͑ͣʹ"1*෦ॲཧʹ4OPXGMBLF Γସ͑ࢦఆΛࠩ͠ࠐΊͳ͍͔ʁ
9 ࣗ࡞(03.1MVHJOʂʂ
10 (03.1MVHJOͱ 1MVHJO࡞ʹඞཁͳϝιου͚ͭͩͰ͢ ɻͳΜͯඒ͍͠ͷͰ͠ΐ͏͔ɻ
11 HPSN%#$BMMCBDLͰॲཧΛొͰ͖Δɻ͋ͱɺEC6TF ϝιουʹͯ͋͛͠ΕऴΘΓ
12 (03.1MVHJOΛ͏ͱɺHPSN%#ॳظԽ࣌Ҏ ֎ͷίʔυΛมߋͤͣ ɺҙͷॲཧΛࠩ͠ࠐΊΔ
13 ❄'JSO 'JSOʢϑΟϧϯʣͱɺੵͬͨઇ͕ظؒܦ༹͚ͬͯͣʹͬͨɺઇͱණͷதؒஈ֊ͷੵઇͰ͢ ɻઇͷ݁থಉ࢜ͷܺؒʢۭܺʣ͕શʹด͡ ͍ͯͳ͍ঢ়ଶΛࢦ͠ɺࠃཱۃݚڀॴͷݚڀͰۃͷණচܗաఔͰॏཁͳׂΛՌͨ͢΄͔ɺաڈͷେؾΛ෮ݩ͢ΔͨΊͷใݯͱͯ͠ ׆༻͞Ε͍ͯ·͢ ɻ ࣾ(03.1MVHJOύοέʔδʮ'JSOʯΛ࡞ͬͨʂ 🤖--.Λ༻ͨ͠42-ࣗಈม 📅
ಛఆ࣌ͷεφοϓγϣοτσʔλͷಁաతͳΞΫηε 🔌(03.ϓϥάΠϯͱͯ͠ͷγʔϜϨεͳ౷߹ 🛡ΫΤϦΨʔυػೳʹΑΔηΩϡϦςΟอޢ
14 ❄'JSO ͜Ε͚ͩͰɺ--.͕෦ͰରΛͬͯ42-Λ4OBQTIPUΫΤϦʹॻ͖͑Δɻ %#ΫϥΠΞϯτॳظԽʹ͜ΕΛ͔·͚ͩ͢Ͱɺ"1*ͷଞͷίʔυมߋҰෆཁɻ
15 ͳͥ--.Ͱ42-Λॻ͖͑Δͷ͔ ࠷ॳ42-ύʔαʔͰΫΤϦΛܾఆతʹॻ͖͑Δํ๏Λࢼͨ͠ɻ ࣮͕͍͔ͭ͠ඇৗʹෳࡶͳϩδοΫʹͳͬͯ͠·ͬͨɻ --.Λ͏࠷େͷωοΫύϑΥʔϚϯεͰ͕͢ɺ͜ͷػೳόονςετલఏͰ͋Γɺଈ ࠲ʹϨεϙϯε͕ཉ͍͠ͷͰͳ͍ɻ ͦͷͨΊ--.ϕʔεͷॻ͖͑ʹํసɻ
16 'JSOͰHPSN%#ࠩ͠ସ͑ HPSN%#Λࠩ͠ସ͑Δ͚ͩͰɺΞϓϦέʔγϣϯ%#ͱ4OPXGMBLFͷ͖ઌ Λࠩ͠ସ͑ɺ--.ͰॳظԽ࣌ʹͨ͠ରͰΫΤϦΛॻ͖͑Δ ਃཧAPI ςφϯτཧAPI AIਃϨϏϡʔAgent Snapshot ΞϓϦέʔγϣϯDB(࠷৽σʔλͷΈ) ❄
FirnͰΓସ͑
17 ͜͜Ͱͱ͋Δ՝͕
18 ❄'JSOͰWWରԠ͢Δʁɻɻɻ (03.WҠߦ࣮ߦΫΤϦ͕มΘͬͯ͠·͏ͱ͍͏ѱ໊ߴ͍Ҡߦ ͤΊͯΫΤϦ͕มΘΒͳ͍͜ͱΛ୲อ͠ͳ͕ΒҠߦ͕Ͱ͖Εɻɻɻ "1*ʹ(03.WͱW͕ࠞࡏͯ͠Δʜ
ࣾ(03.1MVHJOύοέʔδʮHPSNHPMEFOʯΛ࡞ͬͨʂ 🔌ςετʹߦڬΉ͚ͩͰΫΤϦϕʔεͷHPMEFOUFTU͕͙͢ʹͰ͖ΔΑ͏ʹͳΔ 19 🛠HPSNHPMEFO
20 όοΫςετͰ͖ͨΑʂʂ 🙌
21 ͜ͷΑ͏ʹ(03.1MVHJO͕खஈͷબࢶʹ ೖͬͯΔͱॿ͔Δ͕࣌͋ΔΑʂʂ 🔌
22 (03.ϚΠφʔόʔδϣϯߋ৽ͰյΕΔͧʁ $4IBSFE#VJMEͰಥഁ͢Δݴޠͷนͱ"1*ॲཧ&YQPSU 42-มλεΫΛϩʔΧϧ--.ϑΝΠϯνϡʔχϯάͰTFSWJOHPO$16Ͱ͖ΔΑ͏ʹͨ͠ όοΫςετ͕Ͱ͖ΕϢʔβʔ͚ͷ͍ػೳ࡞ΕΔͧ ͕࣌ؒͳͯͤ͘ͳ͔͔ͬͨΒ࠙ձͰͦ͏
-BZFS9Ͱ#FU"*͢Δ(PΤϯδχΞΛઈืूதʂʂ --.Λ׆༻ͨ͠৽͍͠Ձͷ୳ࡧΛҰॹʹͬͯ΄͍͠ʂ ͱΓ͋͑ͣͱΓ·͠ΐ͏ʂʂ 23
AI AgentόοΫςετج൫ߏங ࣗ࡞LLM Native GORM PluginͰ࣮ݱ͢Δ golang.tokyo #41 / pon