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#ChatGPTjp #3 ChatGPT Meetup Tokyo LLM @yoshidashingo

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3"( 3FUSJFWBM"VHNFOUFE(FOFSBUJPOݕࡧ֦ுੜ੒ ʮ$:%"41&01-&ʯʹɺࣾһ͔Βͷ໰͍߹ΘͤʹࣗಈͰ౴͑Δ$IBU(15ػೳʮ$:%"41&01-&$PQJMPU$IBUʯ https://www.cydas.co.jp/news/press/202304_people-gpt/

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⾃社のFAQをベクターデータ化 ChatGPTで回答に利⽤ ਓࣄ'"2ˍ໰͍߹ΘͤཤྺΛϕΫλʔσʔλԽ

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σϞ

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ຊ൪༻ͷ--.ΞϓϦέʔγϣϯΛͭ͘Δ --.ͰΫʔϧͳ΋ͷΛ࡞Δͷ͸؆୯͕ͩຊ൪Ϩϕϧͷ΋ͷΛ࡞Δͷ͸ඇৗʹ೉͍͠ ՝୊ͱղܾࡦ ࣗવݴޠͷ͍͋·͍͞ ܾఆ࿦తͰͳ͍)ʹΑΔ69ෆ੔߹ ˠ UFNQFSBUVSFɺϓϩϯϓτ࠷ద Խɾόʔδϣχϯά؅ཧ ίετͱϨΠςϯγʔ ˠਪ࿦ʹ࢖͏ϞσϧબఆɺτʔΫϯ਺ͷௐ੔ɺ ݱঢ়͸ ϨΠςϯ γʔղੳ ϓϩϯϓςΟϯά ϑΝΠϯνϡʔχϯά ͦΕҎ֎ • ϓϩϯϓτνϡʔχϯάɿ&NCFEEJOHTΛೖΕସ͑Δ 044ͰͷΈՄೳ • ϑΝΠϯνϡʔχϯάɿλεΫʹ࠷దԽͤ͞ΔͨΊͷαϯϓϧ͕ੑೳʹӨڹˠ͕ɺ͋·Γظ଴Ͱ͖ͳ͍ • ৠཹϑΝΠϯνϡʔχϯάɿ5FYUEBWJODJ େ Ͱ--B." খ ͷνϡʔχϯάʹ࢖͏ˠ"MQBDB খ • &NCFEEJOHTϕΫλʔετΞɿ'FXTIPUT ޙํޓ׵ੑͱલํޓ׵ੑ • ৽͍͠Ϟσϧ͸શମతʹ༏ΕͯΔ͔΋͠Εͳ͍͕ɺྼ͍ͬͯΔϢʔεέʔε΋͋Δ͸ͣ • લͷϞσϧʹରͯ͠͏·͘ಈ͍͍ͯͨϓϩϯϓτ͕͏·͘ಈ͔ͳ͍৔߹ɺͲΜͳҙਤͰϓϩϯϓτ͕νϡʔ χϯά͞Ε͍ͯΔ͔ ढจ όουϓϥΫςΟε Θ͔Βͳ͘ͳΔ IUUQTIVZFODIJQDPNMMNFOHJOFFSJOHIUNM

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ຊ൪༻ͷ--.ΞϓϦέʔγϣϯΛͭ͘Δ ෳ਺ͷλεΫͰ੍ޚ͞ΕΔϑϩʔߏ੒ΛͲ͏͢Δ͔ɺπʔϧͷ૊ΈࠐΈ • ϓϩάϥϛϯάʹΑΔ੍ޚϑϩʔͷ࣮૷ • --.ΤʔδΣϯτʹΑΔஞ੍࣍ޚ ༗๬ͳϢʔεέʔε • "*Ξγελϯτɿεέδϡʔϧ؅ཧɺϝϞ࡞੒ɺϖΞϓϩɺϝʔϧରԠɺ༧໿ɺങ͍෺ λεΫΛ͜ͳ͢ • νϟοτCPUɿίϯύχΦϯ จࣈ΍Ի੠Ͱ૬ஊ΍ΞΠσΞͳͲͷձ࿩ • ϓϩάϥϛϯά΍ήʔϜɿ8FCΞϓϦΛͭ͘ΔɺηΩϡϦςΟͷڴҖΛൃݟ͢ΔɺήʔϜΛ࡞੒͢Δ • ϥʔχϯάɿຊͷཁ໿ɺߨٛɺཧղ౓ςετɺ࠾఺΍ϑΟʔυόοΫɺσΟϕʔτ૬ख • ࣾ಺σʔλநग़ɿࣗવݴޠ΍2"ܗࣜͰࣾ಺ͷσʔλΛরձ͢Δ • ݕࡧɾਪનɿΩʔϫʔυͰ͸ͳࣗ͘વݴޠ͔Βਪఆ͢Δݕࡧ • Ӧۀޮ཰Ξοϓ • 4&0ରࡦ • ݁࿦ એ఻จ۟Λແࢹͯ͠ϲ݄ޙʹఆணͯ͠Δ͔֬ೝ͢Δ αϚϦʔΛಡΉ ࠷৽ͷπʔϧʹ৮ΕΔΑ͏ʹ৺͕͚Δ IUUQTIVZFODIJQDPNMMNFOHJOFFSJOHIUNM

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બఆཧ༝

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Microsoft Build 2023 で発表された Cosmos DB 注⽬アップデート https://speakerdeck.com/miyake/microsoft-build-2023-cosmos-db-update?slide=9

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$PTNPT%#WT$PHOJUJWF4FBSDI "[VSF$PTNPT%#GPS .POHP%#W$PSF $PHOJUJWF4FBSDIXJUI $PTNPT%##MPC4UPSBHF

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$PTNPT%#WT$PHOJUJWF4FBSDI "[VSF$PTNPT%#GPS .POHP%#W$PSF $PHOJUJWF4FBSDIXJUI $PTNPT%##MPC4UPSBHF

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$PTNPT%#WT$PHOJUJWF4FBSDI "[VSF$PTNPT%#GPS .POHP%#W$PSF $PHOJUJWF4FBSDIXJUI $PTNPT%##MPC4UPSBHF \ TDPSF IJHIMJHIUTVOEFGJOFE EPDVNFOU\ DPOUFOU͋͋͋͋͋͋͋͋͋͋͋͋͋ NFUBEBUB@TUPSBHF@QBUIYYYYYYYYYY ^ ^ \ TDPSF IJHIMJHIUTVOEFGJOFE EPDVNFOU\ DPOUFOUb͍͍͍͍͍͍͍͍͍͍͍͍͍ NFUBEBUB@TUPSBHF@QBUIYYYYYYYYYYYY ^ ^ \ @JEOFX0CKFDU*E FGCCBCGCF DPOUFOUb࣭໰ʹؔ࿈ͨ͠ίϯςϯπ͕ͳͯ͘΋ΉΓ΍Γฦͯ͠͠·͏ؔ܎ ͳ͍ίϯςϯπ WFDUPS$POUFOU< தུʜ࣍ݩશ෦ NPSFJUFNT > ^

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඼࣭อূ • Ϣχοτςετɿඞਢ • ηΩϡϦςΟɿ8"'΍ωοτϫʔΫઃఆ • ҆શੑɿ.PEFSBUJPOɺࣄલνΣοΫɺݸਓ৘ใ΍ػີ৘ใͷೖྗ νΣοΫɺఢରతϓϩϯϓτ཈ࢭɺ • ಁ໌ੑɿࢀরݩ৘ใ • ެฏੑɿόΠΞεͷআڈ1SPNQU5FNQMBUFͰͷ;Δ·͍ࢦఆ • ੑೳɿϩάɺ"1.؂ࢹ • Ԡ౴඼࣭ɿϦάϨογϣϯςετɺલॲཧ ςΩετɺཁ໿ • ਖ਼֬ੑɿ"*ʹΑΔճ౴ੜ੒σΟεΫϨʔϚʔɺΘ͔Βͳ͍ͱ͖͸Θ͔Β ͳ͍ͱ౴͑ͤ͞Δ1SPNQU5FNQMBUF • ݖݶɿςφϯτͷ0/ઃఆ ΦϓτΠϯ ɺจॻΞοϓϩʔυݖݶ

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Day1 (6/27) 17:00-17:30 LLM Azure OpenAI Cosmos DB LLM