Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Autonomous Agent in Production

Hoon Heo
October 09, 2023
Technology
2
1.1k

Autonomous Agent in Production

Autonomous Agent 소개 및 LINER 제품 구현기

Hoon Heo

October 09, 2023
Tweet

More Decks by Hoon Heo

See All by Hoon Heo
신뢰할 수 있는 AI 검색 엔진을 만들기 위한 Liner의 여정
huffon
0
720
What if...? 처음부터 다시 LLM 어플리케이션을 개발한다면
huffon
0
2.2k
​고군분투 LLM 프로덕트 적용기: Blind Prompting 부터 Agent까지
huffon
3
1.8k
Generative UX in LLM Application
huffon
1
1k

Other Decks in Technology

See All in Technology
クレカ・銀行連携機能における “状態”との向き合い方 / SmartBank Engineer LT Event
smartbank
2
100
DevFest 2024 Incheon / Songdo - Compose UI 조합 심화
wisemuji
0
140
終了の危機にあった15年続くWebサービスを全力で存続させる - phpcon2024
yositosi
26
22k
MLOps の現場から
asei
7
660
宇宙ベンチャーにおける最近の情シス取り組みについて
axelmizu
0
120
AWS re:Invent 2024 ふりかえり勉強会
yhana
0
280
普通のエンジニアがLaravelコアチームメンバーになるまで
avosalmon
0
120
podman_update_2024-12
orimanabu
1
280
2024年にチャレンジしたことを振り返るぞ
mitchan
0
140
Microsoft Azure全冠になってみた ~アレを使い倒した者が試験を制す！？~/Obtained all Microsoft Azure certifications Those who use "that" to the full will win the exam! ?
yuj1osm
2
120
ハイテク休憩
sat
PRO
2
170
スタートアップで取り組んでいるAzureとMicrosoft 365のセキュリティ対策/How to Improve Azure and Microsoft 365 Security at Startup
yuj1osm
0
230

Featured

See All Featured
Embracing the Ebb and Flow
colly
84
4.5k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
stephaniewalter
280
13k
Bash Introduction
62gerente
609
210k
Testing 201, or: Great Expectations
jmmastey
40
7.1k
GraphQLの誤解/rethinking-graphql
sonatard
67
10k
Adopting Sorbet at Scale
ufuk
73
9.1k
Rebuilding a faster, lazier Slack
samanthasiow
79
8.7k
Navigating Team Friction
lara
183
15k
Build The Right Thing And Hit Your Dates
maggiecrowley
33
2.4k
Intergalactic Javascript Robots from Outer Space
tanoku
270
27k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
38
1.9k
The Cult of Friendly URLs
andyhume
78
6.1k

Transcript

  1. )PPO)FP -*/&3 "VUPOPNPVT"HFOU JO1SPEVDUJPO

  2. )PPO)FP ḿ-*/&35FDIOJDBM-FBE ᧸஠஠য়࠳ۨੋ.BDIJOF-FBSOJOH&OHJOFFS *OUFSFTUT  /BUVSBM-BOHVBHF1SPDFTTJOH  3FDPNNFOEFS4ZTUFN  .-0QT

  3. 5BCMFPGDPOUFOUT (FOFSBUJWF"*'SPN"VUPDPNQMFUFUP"VUPOPNPVT"HFOU "DBEFNJB *OEVTUSZ 5IF"OBUPNZPG"VUPOPNPVT"HFOU 1MBOOJOH .FNPSZ 5PPMT -*/&38PSLTQBDF

  4. (FOFSBUJWF"* 'SPN"VUPDPNQMFUF 5P"VUPOPNPVT"HFOU

  5. (FOFSBUJWF"*1IBTF (15"VUPDPNQMFUF

  6. (FOFSBUJWF"*1IBTF (154JOHMFUVSO1SPCMFN4PMWJOH

  7. (FOFSBUJWF"*1IBTF $IBU(15 .VMUJUVSO1SPCMFN4PMWJOH "TLBOEBEKVTU

  8. (FOFSBUJWF"*1IBTF ࢎਊ੗ੑ۱ী؀೧੗୓੸౸ױҗ੸੺ೠبҳࢎਊਸా೧೧Ѿೞח"VUPOPNPVT"HFOU

  9. (FOFSBUJWF"*1IBTF --.sT&NFSHFOU"CJMJUJFT

  10. (FOFSBUJWF"*1IBTF "VUPOPNPVT"HFOU#BCZ"(*

  11. (FOFSBUJWF"*1IBTF "VUPOPNPVT"HFOU"VUP(15

  12. (FOFSBUJWF"*1IBTF "VUP(15&YBNQMF $-*

  13. (FOFSBUJWF"*1IBTF "VUP(15⭐)JTUPSZ

  14. 70:"(&3"O0QFO&OEFE&NCPEJFE"HFOUXJUI-BSHF-BOHVBHF.PEFMT .JOFDSBGU"HFOU

  15. (FOFSBUJWF"HFOUT*OUFSBDUJWF4JNVMBDSBPG)VNBO#FIBWJPS .VMUJ"HFOU*OUFSBDUJWF4PDJFUZ

  16. (FOFSBUJWF"HFOUT*OUFSBDUJWF4JNVMBDSBPG)VNBO#FIBWJPS &NFSHFOU4PDJBM#FIBWJPST

  17. (FOFSBUJWF"HFOUT*OUFSBDUJWF4JNVMBDSBPG)VNBO#FIBWJPS t#ZJOUFSBDUJOHXJUIFBDIPUIFS HFOFSBUJWFBHFOUTFYDIBOHF JOGPSNBUJPO GPSNOFXSFMBUJPOTIJQT BOEDPPSEJOBUFKPJOU BDUJWJUJFT&YUFOEJOHQSJPSXPSL UIFTFTPDJBMCFIBWJPSTBSF FNFSHFOUSBUIFSUIBOQSFQSPHSBNNFEu

  18. (FOFSBUJWF"HFOUT*OUFSBDUJWF4JNVMBDSBPG)VNBO#FIBWJPS *OGPSNBUJPO%JGGVTJPO 4BN)FZ5PN IPXsTJUHPJOH 
 5PN(PPE UIBOLT8IBUsTVQ  4BN8FMM *XBOUFEUPUBMLUPZPVBCPVUTPNFUIJOH*sNBDUVBMMZSVOOJOHGPSNBZPSJOUIFVQDPNJOHFMFDUJPO

    5PN3FBMMZ 5IBUsTHSFBUOFXT8IZBSFZPVSVOOJOH  4BN*sWFCFFOJOWPMWFEJOMPDBMQPMJUJDTGPSZFBSTOPX BOE*SFBMMZGFFMMJLF*DBONBLFBEJGGFSFODFJOPVS DPNNVOJUZ1MVT *XBOUUPCSJOHOFXJEFBTBOEQFSTQFDUJWFTUPUIFUBCMF

  19. (FOFSBUJWF"HFOUT*OUFSBDUJWF4JNVMBDSBPG)VNBO#FIBWJPS 4BN)FZ5PN IPXsTJUHPJOH 
 5PN(PPE UIBOLT8IBUsTVQ  4BN8FMM *XBOUFEUPUBMLUPZPVBCPVUTPNFUIJOH*sNBDUVBMMZSVOOJOHGPSNBZPSJOUIFVQDPNJOHFMFDUJPO 5PN3FBMMZ

    5IBUsTHSFBUOFXT8IZBSFZPVSVOOJOH  4BN*sWFCFFOJOWPMWFEJOMPDBMQPMJUJDTGPSZFBSTOPX BOE*SFBMMZGFFMMJLF*DBONBLFBEJGGFSFODFJOPVS DPNNVOJUZ1MVT *XBOUUPCSJOHOFXJEFBTBOEQFSTQFDUJWFTUPUIFUBCMF +PIO*IFBSEUIBU4BNJTSVOOJOHGPSNBZPSJOUIFMPDBMFMFDUJPO%PZPVUIJOLIFIBTBDIBODFPGXJOOJOH  5PN*EPUIJOLIFIBTBHPPEDIBODF)FsTCFFOXPSLJOHIBSEJOUIFDPNNVOJUZBOE*UIJOLIFXJMMHFUBMPU PGTVQQPSU8IBUEPZPVUIJOL  +PIO*UIJOLJUsTHSFBUUIBUIFsTSVOOJOH*sNDVSJPVTUPTFFIPXUIFFMFDUJPOXJMMUVSOPVU *OGPSNBUJPO%JGGVTJPO

  20. (FOFSBUJWF"HFOUT*OUFSBDUJWF4JNVMBDSBPG)VNBO#FIBWJPS $PPSEJOBUJPO

  21. &YQMPSJOH-BSHF-BOHVBHF.PEFMTGPS$PNNVOJDBUJPO(BNFT .VMUJ"HFOU4USBUFHJD3PMF1MBZJOH

  22. &YQMPSJOH-BSHF-BOHVBHF.PEFMTGPS$PNNVOJDBUJPO(BNFT &NFSHFOU4USBUFHJD#FIBWJPST

  23. &YQMPSJOH-BSHF-BOHVBHF.PEFMTGPS$PNNVOJDBUJPO(BNFT 5SVTU

  24. &YQMPSJOH-BSHF-BOHVBHF.PEFMTGPS$PNNVOJDBUJPO(BNFT $BNPVGMBHF

  25. "EFQU"* "EFQU"*#SPXTJOHBTTJTUFE"HFOU

  26. 4MJOHTIPU 4MJOHTIPU :$ (BNF/1$"HFOU

  27. )BSWFZ )BSWFZ-FHBM"HFOU

  28. 5IFFSBPG"VUPOPNPVT"HFOU पܻ௑ߖܻܳъఋೞҊ੓ח"VUPOPNPVT"HFOU

  29. 5IF"OBUPNZPG "VUPOPNPVT"HFOU

  30. "HFOU4ZTUFN0WFSWJFX "VUPOPNPVT"HFOU0WFSWJFX TPVSDF

  31. "HFOU4ZTUFN1MBOOJOH ↟%FDPNQPTJUJPOࠂ੟ೞҊழ׮ۆೞա੄ కझ௼ܳ੘Ҋ औѱ୊ܻоמೠࢲ࠳కझ௼ ٜ۽࠙ೡ ↟3FGMFDUJPO੗ӝ࠺౸җ੗ӝഥҊܳా೧ җѢীࣻ೯ೠ೯زী؀೧Ҋ଴ೞҊ पࣻ۽ ࠗఠߓਕ׮਺೯زਸҮ੿

  32. "HFOU4ZTUFN1MBOOJOH 5BTL%FDPNQPTJUJPO ↟ࠂ੟ೠకझ௼ࣻ೯ী੓যझగ׮٘оػ$IBJOPG5IPVHIU ↟tUIJOLTUFQCZTUFQuҗэ਷೐܁೐౟ܳ֍যݽ؛ীѱࢤпೡदрҗো࢑ਸࠗৈೞחѐ֛ ↟ࠁ׮੘Ҋрױೠకझ௼ٜ੄ࣻ೯ਸా೧ݽ؛੄ো࢑җ੿ਸ౵ঈೞחؘب਑੉غӝبೣ

  33. "HFOU4ZTUFN1MBOOJOH 5BTL%FDPNQPTJUJPO ࢎۈ੉ࢎҊೞחߑध 4UBUFPG(15

  34. "HFOU4ZTUFN1MBOOJOH 5BTL%FDPNQPTJUJPO ݽ؛੉ࢤࢿೞחߑध 4UBUFPG(15

  35. "HFOU4ZTUFN1MBOOJOH 5BTL%FDPNQPTJUJPO ݽ؛੉୽࠙൤ࢤпೡࣻ੓ب۾tష௾uਸઁҕ೧ঠ 4UBUFPG(15

  36. "HFOU4ZTUFN1MBOOJOH 5BTL%FDPNQPTJUJPO ↟$IBJOPG5IPVHIUܳഛ੢೧пझయীৈ۞ оמࢿਸৌযفח5SFFPG5IPVHIUT ↟౟ܻഋక۽ࢎҊܳഛ੢ೞݴ ୭੸੄҃۽ח #'4഑਷%'4ഋక۽଺ইоѱؽ ↟$MBTTJGJDBUJPOPS.BKPSJUZWPUF

  37. "HFOU4ZTUFN1MBOOJOH 4FMG3FGMFDUJPO ↟3FBTPOJOH -BOHVBHF4QBDF җ"DUJOH "DUJPO4QBDF ਸೣԋ߈ࠂ੸ਵ۽ࣻ೯ೞח3F"DU ↟5SJBMBOE&SSPSоࠛоೖೠ৔৉ীࢲޙઁ೧Ѿೞӝਤ೧੸೤ೠ೐ۨ੐ਕ௼ ↟җѢীղܽѾ੿ਸࣻ੿ೞҊ Ү੿ೡࣻ੓חౠ૚

  38. "HFOU4ZTUFN1MBOOJOH 4FMG3FGMFDUJPO 5IPVHIU "DUJPO 0CTFSWBUJPO  3FQFBUFENBOZUJNFT tࢤпೞҊ ೯زೞҊ ҙ଴ೞҊuܳޙઁо೧Ѿؼٸө૑߈ࠂ೧ࢲࣻ೯

  39. "HFOU4ZTUFN.FNPSZ ↟4IPSUUFSN.FNPSZ೐܁೐౟ী֍য*ODPOUFYU-FBSOJOHਸоמாೞחૣ਷ݓۅ੿ࠁ ↟-POHUFSN.FNPSZݫݽܻझషযܳా೧߈ജغযݽ؛ীੑ۱غח؀ചకझ௼ࣻ೯੉۱

  40. 4IPSUUFSN.FNPSZ അ੤؀ചݓۅਸӝর "HFOU4ZTUFN4IPSU5FSN.FNPSZ

  41. "HFOU4ZTUFN4IPSU5FSN.FNPSZ ୐ߣ૩ݫद૑

  42. "HFOU4ZTUFN4IPSU5FSN.FNPSZ ୐ߣ૩ݫद૑ীӝ߈ೠفߣ૩ݫद૑

  43. 4FU$POWFSTBUJPOIJTUPSZ (FU$POWFSTBUJPOIJTUPSZ "HFOU4ZTUFN4IPSU5FSN.FNPSZ ӡ ੉ ઁ ೠ

  44. -POHUFSN.FNPSZ җѢ؀ചݓۅਸӝর "HFOU4ZTUFN-POH5FSN.FNPSZ

  45. #MFOEFS#PU "HFOU4ZTUFN-POH5FSN.FNPSZ

  46. ূ౭౭ӝ߈੢ӝӝর "HFOU4ZTUFN-POH5FSN.FNPSZ

  47. ূ౭౭ "HFOU4ZTUFN-POH5FSN.FNPSZ ੋݺ ૑ݺ ӝҙݺ զ૞١੄Ҋਬݺࢎ഑਷Ҋਬೠ੿ࠁ

  48. "HFOU4ZTUFN-POH5FSN.FNPSZ -BOH$IBJOղূ౭౭ݫݽܻ

  49. "HFOU4ZTUFN-POH5FSN.FNPSZ ݽ؛ীѱ؀ചղ৉੹׳

  50. "HFOU4ZTUFN-POH5FSN.FNPSZ ؀ചղ৉ীࢲূ౭౭%FWFO 4BNҙ۲੿ࠁ੷੢

  51. "HFOU4ZTUFN-POH5FSN.FNPSZ ؀ചղ৉ীࢲূ౭౭%FWFO 4BNӒܻҊ-BOH$IBJOҙ۲੿ࠁ੷੢

  52. "HFOU4ZTUFN-POH5FSN.FNPSZ ؀ചղ৉ীࢲূ౭౭%FWFO 4BN -BOH$IBJOӒܻҊ,FZ7BMVF4UPSFҙ۲੿ࠁ੷੢

  53. "HFOU4ZTUFN-POH5FSN.FNPSZ ূ౭౭ӝ߈ਵ۽ݫݽܻഋࢿ೧ ೙ਃೠ҃਋,FZ7BMVF4UPSFীࢲԁղযॳب۾ҳࢿ

  54. ਃডӝ߈ӝর "HFOU4ZTUFN-POH5FSN.FNPSZ

  55. ೞ੉ಌ௿۽߄ாয௒ࢎ۹ "HFOU4ZTUFN-POH5FSN.FNPSZ

  56. "HFOU4ZTUFN-POH5FSN.FNPSZ ೞ੉ಌ௿۽߄ாয௒ࢎ۹

  57. "HFOU4ZTUFN5PPMT ୭न੿ࠁ ҅࢑৉۝ ৻ࠗ࠺ૉפझ۽૒١ਸഝਊೞӝਤೠ&YUFSOBM5PPMT

  58. "HFOU4ZTUFN5PPMT 0QFO"*'VODUJPO$BMMJOH GVODUJPOTীഝਊоמೠೣܻࣻझ౟ֈѹ઱ݶ ೙ਃೠ҃਋ೣࣻഐ୹ਸਤೠੋ੗߈ജ

  59. "HFOU4ZTUFN5PPMT 0QFO"*'VODUJPO$BMMJOH ߈ജ߉਷ੋ੗ഝਊ೧ೣࣻഐ୹Ѿҗ߉ই১

  60. "HFOU4ZTUFN5PPMT 0QFO"*'VODUJPO$BMMJOH ೣࣻഐ୹Ѿҗഝਊ೧୭ઙ׹߸ࢤࢿ

  61. -*/&38PSLTQBDF

  62. "VUPOPNPVT"HFOU!-*/&3 Ҵղ୭ୡ۽"VUPOPNPVT"HFOUӝࣿਸ఑੤ೠ-*/&3"*8PSLTQBDF

  63. "VUPOPNPVT"HFOU!-*/&31MBOOJOH 5BTL%FDPNQPTJUJPOߑधਵ۽ࠂ੟ೠ૕੄ী؀਽

  64. "VUPOPNPVT"HFOU!-*/&31MBOOJOH ࢲ࠳కझ௼ٜ੄प೯ਸా೧୭ઙѾҗ঳ਸࣻ੓ѱؽ

  65. "VUPOPNPVT"HFOU!-*/&31MBOOJOH 8IZ5BTL%FDPNQPTJUJPO

  66. "VUPOPNPVT"HFOU!-*/&31MBOOJOH 5IFQSPTBOEDPOTPG5BTL%FDPNQPTJUJPO 1SPT $POT ೠߣো࢑ਵ۽۽૒ҳഅоמ ୭ୡ%FDPNQPTJUJPO੉ੜޅػ҃਋  ج੉ఆৈ૑оহ਺

  67. "VUPOPNPVT"HFOU!-*/&31MBOOJOH 5IFQSPTBOEDPOTPG4FMG3FGMFDUJPO 1SPT $POT ੜޅػ౸ױਸࣻ੿೧оݴ  కझ௼ࣻ೯оמ కझ௼о঱ઁ՘զ૑৘ஏೡࣻহ਺ కझ௼ࣻ೯җ੿ীࢲ%FBEMPDLীࠉ଱ೡࣻ੓਺

  68. "VUPOPNPVT"HFOU!-*/&31MBOOJOH 5BTL%FDPNQPTJUJPO੉ࢎਊ੗۽ೞৈӘ ޙઁ೧Ѿҗ੿ী؀ೠ౵ঈਸೡࣻ੓ѱب৬઱Ҋ  కझ௼ઙܐী؀ೠ੿ࠁ੹׳оמ

  69. "VUPOPNPVT"HFOU!-*/&31MBOOJOH о੢જ਷ߑೱ਷5BTL%FDPNQPTJUJPOҗ4FMG3FGMFDUJPOਸઑ೤೧ഝਊೞחѪ

  70. "VUPOPNPVT"HFOU!-*/&31MBOOJOH ࢎਊ੗ীѱࢎ੹ীઁҕೠ੿ࠁܳ߸҃ೞѱغ޲۽ ҃೷ࢸ҅ܳन઺ೞѱоઉоঠೣ

  71. "VUPOPNPVT"HFOU!-*/&3.FNPSZ ױੌझۨ٘ղݫݽܻ੸ਊ4IPSUUFSN.FNPSZ

  72. "VUPOPNPVT"HFOU!-*/&3.FNPSZ ױੌझۨ٘ܳߩযաחݣ౭झۨ٘ݫݽܻҳഅ҅ദ-POHUFSN.FNPSZ

  73. "VUPOPNPVT"HFOU!-*/&35PPMT ֙੉റ୭न੿ࠁ߉ইৢࣻ੓ب۾Ѩ࢝"1*োز

  74. "VUPOPNPVT"HFOU!-*/&35PPMT 5BTL%FDPNQPTJUJPO 5PPMT$POUFYUVBMBOTXFS

  75. "VUPOPNPVT"HFOU!-*/&35PPMT զॿ"1* ૑ب"1* 5BTL%FDPNQPTJUJPO 5PPMT$POUFYUVBMBOTXFS

  76. "VUPOPNPVT"HFOU!-*/&35PPMT ࢤ࢑ࢿبҳ&YUFSOBM5PPMT୶оഛ੢

  77. "VUPOPNPVT"HFOU!-*/&31SPDFTT -*/&3"HFOU੹୓୶ۿҗ੿

  78. "VUPOPNPVT"HFOU!-*/&35JQT --. "OESFK,BSQBUIZsT3FDPNNFOEBUJPOt6TF(15u

  79. "VUPOPNPVT"HFOU!-*/&35JQT --. "HFOUח֫਷3FBTPOJOH৉۝ਸਃҳೞ޲۽ (15۽੹୓۽૒ਸ୭ୡҳഅೞחѪ੉જ਺

  80. "VUPOPNPVT"HFOU!-*/&35JQT --. ੉റ࠺ਊ ࣘب୭੸ചਤ೧--B." 1B-.١੄౵਍ؘ੉࣌ݽ؛۽ 3FBTPOJOH৉۝௼ѱ೙ਃೞ૑ঋ਷ஹನք౟ࠗఠੌࠗ߸҃

  81. "VUPOPNPVT"HFOU!-*/&35JQT &WBMVBUJPO рױೠਬ׫పझ౟ۄب߈٘दѨૐೞݶࢲ૓೯೧աоחѪ੉઺ਃ

  82. "VUPOPNPVT"HFOU!-*/&35JQT &WBMVBUJPO ౠ੿కझ௼߮஖݃௼ؘ੉ఠࣇഝਊ೧৉۝Ӕࢎೡࣻ੓਺ FH)PUQPU2"GPSѨ࢝

  83. "VUPOPNPVT"HFOU!-*/&35JQT &WBMVBUJPO పझ౟ࣇҳ୷ೞѱغݶ#MJOE1SPNQUJOHীࢲߩযզࣻ੓ѱؽ

  84. "VUPOPNPVT"HFOU!-*/&35JQT $BDIF ੌ߈੸ਵ۽૑োदр੉ӡӝٸޙীநदۨ੉য੸ӓ੸ਊ 4ZOUBDUJD3FEJT 4FNBOUJD(15$BDIF

  85. "VUPOPNPVT"HFOU!-*/&35PXBSET-FWFM ੌ࢚ࢤഝ সޖী੓যࢎਊ੗ܳӓъਵ۽ب৬઱ח-FWFM੄"HFOUܳೱೞৈ

  86. &0%

  87. 3FGFSFODF ↟--.1PXFSFE"VUPOPNPVT"HFOUT ↟4UBUFPG(15 ↟7PZBHFS"O0QFO&OEFE&NCPEJFE"HFOUXJUI-BSHF-BOHVBHF.PEFMT ↟(FOFSBUJWF"HFOUT*OUFSBDUJWF4JNVMBDSBPG)VNBO#FIBWJPS ↟&YQMPSJOH-BSHF-BOHVBHF.PEFMTGPS$PNNVOJDBUJPO(BNFT"O&NQJSJDBM4UVEZPO 8FSFXPMG ↟ց ղ࠺ࢲоظۄ-*/&3"VUPOPNPVT"HFOUҳ୷ӝ ↟8PSL4QBDF

    "VUPOPNPVT"HFOUJO-*/&3 ↟ա݅੄੿ࠁఐ࢝౵౟ց ࠳ۄ਋૚௏౵ੌۤ3"(بੑӝ