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
1.3k
2

Autonomous Agent in Production

Autonomous Agent 소개 및 LINER 제품 구현기

Avatar for Hoon Heo

Hoon Heo

October 09, 2023

More Decks by Hoon Heo

See All by Hoon Heo
LLM 시대의 Compliance: Safety & Security
Avatar for Hoon Heo huffon
0
810
신뢰할 수 있는 AI 검색 엔진을 만들기 위한 Liner의 여정
Avatar for Hoon Heo huffon
0
1.6k
What if...? 처음부터 다시 LLM 어플리케이션을 개발한다면
Avatar for Hoon Heo huffon
0
2.6k
​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
現場回帰したデータエンジニアが考える AI 時代のキャリア開発 / Career Development in the Age of AI Perspectives from a Hands-on Data Engineer
Avatar for MEDLEY, INC. medley
0
280
モノリス Rails でも日中に rails db:migrate を走らせたい！ / Daytime rails db:migrate on Monolithic Rails!
Avatar for Shintani Teppei euglena1215
4
660
平文パスワードはログに“残り” ── 肝心の侵入は“痕跡すら残らない”
Avatar for kuroneko kuroneko13
0
110
LLM・AIエージェントシステムベストプラクティス
Avatar for shibuiwilliam shibuiwilliam
6
1.6k
社内の7割が使うデータ基盤を、 データチーム2人で回すためにやったこと
Avatar for KOH koh_yoshi
4
1.5k
Flutter × BLE Centralを自前Pluginで実装する設計パターン - MethodChannel / EventChannelで作る双方向ブリッジの実践 / Building Custom Flutter BLE Central Plugins: Bidirectional Bridging with Method & Event Channels
Avatar for 株式会社ビットキー / Bitkey Inc. bitkey
PRO
0
180
AIで変わるエンジニアの働き方（仮）
Avatar for naoinaoi naoinaoi
0
210
Digitization部 紹介資料
Avatar for Sansan, Inc. sansan33
PRO
2
7.7k
三人寄ればチューリング完全
Avatar for Takumi Sueda puhitaku
3
330
Sets in Go
Avatar for Luciano Ramalho ramalho
1
1.1k
2027年のMetricKit
Avatar for Kanta Oikawa kantacky
0
130
【GCC2026】鉄拳8でのVFX開発事例
Avatar for Bandai Namco Studios Inc. bandainamcostudios
PRO
0
120

Featured

See All Featured
How to Talk to Developers About Accessibility
Avatar for Jason CranfordTeague jct
2
520
Designing for Timeless Needs
Avatar for Cassini Nazir cassininazir
1
450
End of SEO as We Know It (SMX Advanced Version)
Avatar for Michael King ipullrank
3
4.4k
Ruling the World: When Life Gets Gamed
Avatar for Sebastian Deterding codingconduct
0
300
Designing Powerful Visuals for Engaging Learning
Avatar for Mike Taylor tmiket
1
500
Heart Work Chapter 1 - Part 1
Avatar for Lake Fama lfama
PRO
8
36k
My Coaching Mixtape
Avatar for mlcsv mlcsv
0
250
VelocityConf: Rendering Performance Case Studies
Avatar for Addy Osmani addyosmani
331
25k
Optimising Largest Contentful Paint
Avatar for Harry Roberts csswizardry
37
3.9k
Reflections from 52 weeks, 52 projects
Avatar for Jefferson Lam jeffersonlam
356
21k
StorybookのUI Testing Handbookを読んだ
Avatar for Shingo Yamazaki zakiyama
31
6.9k
Game over? The fight for quality and originality in the time of robots
Avatar for Wayne Barker wayneb77
1
250

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