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ガチンコ比較! LangChain vs LlamaIndex
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みのるん
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July 10, 2024
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ガチンコ比較! LangChain vs LlamaIndex
【ハイブリッド開催】LLMのエコシステム(Oracle Cloud Hangout Cafe)
https://ochacafe.connpass.com/event/320593/
みのるん
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July 10, 2024
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Transcript
ΈͷΔΜ !NJOPSVO 0SBDMF$MPVE)BOHPVU$BGF ʮ--.ͷΤίγεςϜʯ Ψνϯίൺֱʂ -BOH$IBJO WT-MBNB*OEFY
ΈͷΔΜ !NJOPSVO 0SBDMF$MPVE)BOHPVU$BGF ʮ--.ͷΤίγεςϜʯ Ψνϯίൺֱʂ -BOH$IBJO WT-MBNB*OEFY ΏΔ;Θ
XIPBNJ 御⽥ 稔(みのるん)!NJOPSVO ςοΫΤόϯδΣϦετ ,%%*ΞδϟΠϧ։ൃηϯλʔʢ,"(ʣ,%%*݉ +"846(ӡӦ ౦ژࢧ෦ 43&ࢧ෦ /8+"84 •
"844BNVSBJ • +BQBO"845PQ&OHJOFFS"MM$FSUT • "84$PNNVOJUZ#VJMEFS
Έͳ͞Μɺ --.ΞϓϦ։ൃ ͯ͠·͔͢ʁ
͜ͷɺ৭ΜͳΞϓϦ͕ ࡞ΒΕ·ͨ͠ΑͶ νϟοτϘοτ ࣾจॻݕࡧ ΞϓϦ ύϫϙ࡞ ΤʔδΣϯτ FUD
--.ք۾ͷτϨϯυ ৭ʑͱมભ͕͋Γ·ͨ͠
ᶃ ϓϩϯϓτΤϯδχΞϦϯά $IBU(15ϒʔϜͱಉ࣌ʹ ͙͢༗໊ʹͳͬͨख๏ɻ ೖྗจͷݴ͍ճ͠Λ ͯ͠"*ʹ͍͍ײ͡ͷ ճΛग़ྗͤ͞Δ
ᶄ 3"(ʢ3FUSJFWBM"VHNFOUFE(FOFSBUJPOʣ ༁͢ΔͱʮݕࡧʹΑ֦ͬͯு͞Εͨੜʯɻ Ϟσϧ͕ࣄલֶश͍ͯ͠ͳ͍ࣝΛ ֎෦͔Βݕࡧͯ͠ิ͢ΔΞϓϩʔν ༗ٳͷਃํ๏ʁ ࣾจॻͳͲ ݕࡧ݁ՌΛ ϓϩϯϓτʹิ
ᶅ ΤʔδΣϯτ Ϣʔβʔͷʮཧਓʯͱͯ͠ ֎෦ͷπʔϧΛ͍͜ͳ͢ ԿΛͲΜͳॱͰ͏͔ɺ ͦͷޙͲ͏͢Δ͔ͷܭը "*ࣗΒཱҊͯࣗ͢͠Δ ࠓͷͷՖՐେձΛ ௐͯΧϨϯμʔొͯ͠ 8FCݕࡧ
֎෦"1*
ͦΜͳ--.ΞϓϦ։ൃʹ ಛ͕͋Γ·͢
--.ΞϓϦ։ൃ͋Δ͋Δ ৭Μͳ"*ϞσϧΛ ࢼͨ͘͠ͳΔ ΈΜͳࣅͨॲཧΛ ࣮͢Δ ଞͷ0444BB4Λ ΈࠐΜͰ͏
͜͜Ͱޮ͍ͯ͘Δͷ͕ ϑϨʔϜϫʔΫʂ
ϑϨʔϜϫʔΫΛ͏ͱʜ Ϟσϧͷมߋ͕؆୯ ʢϥοϓͯ͘͠ΕΔʣ Α͘ΘΕΔػೳͷ ࣮͕؆୯ 0444BB4ͱͷ ౷߹͕؆୯
༗໊ͳ -BOH$IBJO -MBNB*OEFY τοϓγΣΞɻ ΤʔδΣϯτʹڧΈΛ࣋ͭ ηΧϯυγΣΞɻ 3"(ʹڧΈΛ࣋ͭ ͍ͣΕ1ZUIPOʹରԠɻ+454ܥҰ෦ରԠ
༗໊ͳ -BOH$IBJO -MBNB*OEFY τοϓγΣΞɻ ΤʔδΣϯτʹڧΈΛ࣋ͭ ηΧϯυγΣΞɻ 3"(ʹڧΈΛ࣋ͭ
-BOH$IBJOͷϙʔτϑΥϦΦ -BOH$IBJO --.ΞϓϦػೳͷநԽ ʢMBOHDIBJO MBOHDIBJODPSFʣ -BOH4NJUI σόοάɺςετɺ ࢹɺϓϩϯϓτཧ -BOH(SBQI ΤʔδΣϯτઃܭ
*OUFHSBUJPOT αʔυύʔςΟ౷߹ ʢMBOHDIBJODPNNVOJUZʣ -BOH4FSWF "1*ͷσϓϩΠ ༗ ྉ Φ ϓ γ ἀ ϯ ͋ Γ
-BOH$IBJOͷϞδϡʔϧʢྫʣ -BOH$IBJOͷΈ Ϣʔβʔ ͷೖྗ ϓϩϯϓτ ςϯϓϨʔτ Ϟσϧ Ξτϓοτ ύʔαʔ ΞϓϦͷ
ग़ྗ ϦτϦʔόʔ ʢݕࡧʣ
࠷ۙɺWˠͱେܕਐԽத ಛʹͰେ͖ͳมߋ͕͋ͬͨ • ύοέʔδͷ • Մ؍ଌੑͷڧԽ • -$&-ه๏Λඪ४ • ετϦʔϛϯάڧԽ
• ग़ྗύʔεͷڧԽ ͳͲ
༗໊ͳ -BOH$IBJO -MBNB*OEFY τοϓγΣΞɻ ΤʔδΣϯτʹڧΈΛ࣋ͭ ηΧϯυγΣΞɻ 3"(ʹڧΈΛ࣋ͭ
-MBNB*OEFYͷϙʔτϑΥϦΦ -MBNB*OEFY --.ΞϓϦػೳͷநԽ ʢMMBNBJOEFYDPSFʣ *OUFHSBUJPOT αʔυύʔςΟ౷߹ -MBNB)VC αʔυύʔςΟ౷߹ͷ ୳ࡧ༻ϓϥοτϑΥʔϜ 1BDLT
࣮ྫςϯϓϨʔτ -MBNB$MPVE 3"(ڧԽ༻4BB4ʢϕʔλ൛ʣ -MBNB1BSTF υΩϡϝϯτղੳ ༗ ྉ Φ ϓ γ ἀ ϯ ͋ Γ
ͬͪ͜࠷ۙWʹͳΓ·ͨ͠ େ͖ͳมߋ • ύοέʔδͷ • αʔυ౷߹Λ-MBNB)VCશدͤ • 4FSWJDF$POUFYUͷඇਪԽ ͳͲ
࣮ࡍʹ͍ൺͯΈͨ ͔ͤͬ͘੨ࢁʹݺΜͰ͍͍ͨͩͨͷͰ 0$*ͷੜ"*αʔϏεΛࢼ͠·͢👍
ᶃ 0$*ΞΧϯτ࡞ 0$*(FOFSBUJWF"*4FSWJDF ݱঢ়γΧΰϦʔδϣϯͷΈରԠ 0$*ແྉͷ߹ɺҰͭͷ Ϧʔδϣϯ͔͑͠ͳ͍ͨΊ ౦ژͷਓ࠶࡞͠·͠ΐ͏
ᶄ ίʔυɾΤσΟλͷىಈ ίϯιʔϧӈ্͔ΒىಈՄೳɻ ϒϥβ͔Β͑Δ74$PEF ϥΠϒϥϦͷΠϯετʔϧ࣌ VTFSΦϓγϣϯΛ͑ ݖݶΤϥʔΛճආͰ͖·͢
ᶅ ੜ"*αʔϏενϥݟ $PIFSFͷ$PNNBOE&NCFE γϦʔζͱ-MBNB͕͑Δ ࣮Կॳظઃఆ͠ͳͯ͘ ͦͷ··"1*͕ୟ͚Δʂ ʢσϓϩΠ༗ޮԽෆཁʣ
ϑϨʔϜϫʔΫΛ͏ͱ ͲΜͳ෩ʹخ͍͠ͷ͔ ࣮ࡍʹൺֱʂ
୯७ͳςΩετੜͷ߹ 0$*4%, ຊͷट૬ʁ ؛ా͞ΜͰ͢
ϑϨʔϜϫʔΫΛ͏ͱʜ -BOH$IBJO -MBNB*OEFY ྆ऀͱγϯϓϧͰಡΈ͍͢ίʔυʹ✌
3"(ͷ߹
-MBNB*OEFYൿͷʮߦ3"(ʯ ඵͰ3"(ΛࢼͤΔʂ ެࣜυΩϡϝϯτͰυϠإͰհ͞Ε͍ͯ·͢
0$*ͰͪΌΜͱಈ͖·ͨ͠✌ ͜ͷจॻΛࢀরͤͯ͞ ਖ਼͑ͯ͘͘͠Εͨ ˞Ϟσϧ0QFO"*Λར༻
࣮-BOH$IBJOͰ؆୯Ͱͨ͠ ߦͰͳ͍͕ɺΠϯϙʔτ͕ͪΐͬͱ૿͑Δఔ -BOH$IBJO -MBNB*OEFY
ΤʔδΣϯτͷ߹
-BOH$IBJOͰͬͯΈͨ ຊͷਓޱΛ ̎ͰׂΔͱ͍ͭ͘ʁ Ͱ͢ ͨͬͨߦͰ ݕࡧˍܭࢉΤʔδΣϯτ͕ॻ͚ͨʂ 8JLJQFEJB πʔϧ ܭࢉ
πʔϧ
-MBNB*OEFYͩͱʜ -BOH$IBJO -MBNB*OEFY -BOH$IBJOΑΓίʔυ͕૿͑·ͨ͠ɻͦΕͰ؆୯
5IPVHIUϢʔβʔͷݴޠຊޠͰ͢ɻ ͜ͷ࣭ʹ͑ΔͨΊʹɺܭࢉ͕ඞཁͰ͢ɻ "DUJPO$BMDVMBUPS "DUJPO*OQVU\FYQSFTTJPO`^ 0CTFSWBUJPO 5IPVHIUπʔϧΛ༻ͤͣʹճͰ͖·͢ɻ "OTXFSຊͷਓޱΛͰׂΔͱɺ ਓ ʹͳΓ·͢ɻ
ਪաఔ͕ λʔϛφϧͰ֬ೝͰ͖Δ
·ͱΊ
🦜 ·ͱΊ 🦙 • --.ΞϓϦ։ൃʹ ϑϨʔϜϫʔΫΛ͏·͓͘͏ʂ • -BOH$IBJOΤʔδΣϯτʹڧΈɺ -MBNB*OEFY3"(ʹڧΈ͕͋Δ Έͳ͞ΜͥͻʮࣗͰ৮ͬͯʯ͍ൺͯΈ͍ͯͩ͘͞ʂ
એ --.ΞϓϦ։ൃͷ ೖຊॻ͖·ͨ͠✌ ʢ͖ͷ͏ॏ൛͕ܾ·Γ·ͨ͠ʂʣ ΈΜͳͰ৭ΜͳΫϥυΛ ͍ൺͯΈΑ͏