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

Autonomous Agent in Production

Avatar for Hoon Heo Hoon Heo
October 09, 2023
Technology
2
1.2k

Autonomous Agent in Production

Autonomous Agent 소개 및 LINER 제품 구현기

Avatar for Hoon Heo

Hoon Heo

October 09, 2023
Tweet

More Decks by Hoon Heo

See All by Hoon Heo
LLM 시대의 Compliance: Safety & Security
Avatar for Hoon Heo huffon
0
690
신뢰할 수 있는 AI 검색 엔진을 만들기 위한 Liner의 여정
Avatar for Hoon Heo huffon
0
1.4k
What if...? 처음부터 다시 LLM 어플리케이션을 개발한다면
Avatar for Hoon Heo huffon
0
2.4k
​고군분투 LLM 프로덕트 적용기: Blind Prompting 부터 Agent까지
Avatar for Hoon Heo huffon
3
2k
Generative UX in LLM Application
Avatar for Hoon Heo huffon
1
1.1k

Other Decks in Technology

See All in Technology
経理出身PdMがAIプロダクト開発を_ハンズオンで学んだ話.pdf
Avatar for Shunsuke Narita shunsukenarita
1
110
Ktor + Google Cloud Tasks/PubSub におけるOTel Messaging計装の実践
Avatar for SansanTech sansantech
PRO
1
270
なぜAI時代に 「イベント」を中心に考えるのか？ / Why focus on "events" in the age of AI?
Avatar for yuuki takezawa ytake
2
540
エンジニアリングマネージャー“お悩み相談”パネルセッション
Avatar for ar_tama ar_tama
1
650
(HackFes)米国国防総省のDevSecOpsライフサイクルをAWSのセキュリティサービスとOSSで実現
Avatar for Shun Yoshie syoshie
5
660
The Madness of Multiple Gemini CLIs Developing Simultaneously with Jujutsu
Avatar for Gunther Brunner gunta
1
2.5k
少人数でも回る！ DevinとPlaybookで支える運用改善
Avatar for ishikawa-pro ishikawa_pro
1
240
会社もクラウドも違うけど​ 通じたコスト削減テクニック/Cost optimization strategies effective regardless of company or cloud provider
Avatar for AEON aeonpeople
2
160
DatabricksのOLTPデータベース『Lakebase』に詳しくなろう！
Avatar for Takeru Ino inoutk
0
110
怖くない！GritQLでBiomeプラグインを作ろうよ
Avatar for 晴れ井戸 pal4de
1
120
Building GoReleaser - from shell script to paid product
Avatar for Carlos Alexandro Becker caarlos0
0
270
FAST導入1年間のふりかえり〜現実を直視し、さらなる進化を求めて〜 / Review of the first year of FAST implementation
Avatar for Kyosuke Awata wooootack
1
120

Featured

See All Featured
Understanding Cognitive Biases in Performance Measurement
Avatar for Philip Tellis bluesmoon
29
1.8k
Scaling GitHub
Avatar for Zach Holman holman
461
140k
Save Time (by Creating Custom Rails Generators)
Avatar for Garrett Dimon garrettdimon
PRO
31
1.3k
It's Worth the Effort
Avatar for 3n 3n
185
28k
Statistics for Hackers
Avatar for Jake VanderPlas jakevdp
799
220k
Easily Structure & Communicate Ideas using Wireframe
Avatar for Afnizar Nur Ghifari afnizarnur
194
16k
Reflections from 52 weeks, 52 projects
Avatar for Jefferson Lam jeffersonlam
351
21k
Bash Introduction
Avatar for André Augusto Costa Santos 62gerente
613
210k
A designer walks into a library…
Avatar for Paul Jervis Heath pauljervisheath
207
24k
Automating Front-end Workflow
Avatar for Addy Osmani addyosmani
1370
200k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
Avatar for Marc Duiker marcduiker
30
2.2k
Into the Great Unknown - MozCon
Avatar for Noah Learner thekraken
40
1.9k

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