1、2025!3Manus AI!Agent#$#$ChatGPT%&%&#$%#$%SAC NO.S0570519080006|SFC NO.BQZ938&(&(SAC NO.S05701220801381?!#$!#$?*AI+!#$,-./012334%&(56789:;?A?DEFGHI)DEFGHI)*DEFGJKHI567LMN0OITPQRSTUVW5VWXYZ=O_)abcde&fghi=.gjklmno5pqLr?E=PstOuv5w%xyabzabcde&fghi=.gjklmno5pqLr?E=PstOuv5w%xyabz|L=mO2.jk|L=mO2.jkccAgentAG

2、IOOmXhXmNpNsRrNnQ6M8Q7NnPpPtRqNfQrRpMeRmMtM8OnNzQNZoPtNxNrRvM1Manus AI!#$%&!#$%&Agent 3Manus AI?Manus?,-./012345-6708-./012345-6708,9):;=9):;Manus?A+BCDEFGHIJK?A+BCDEFGHIJK,LMNLMNOPQMRSOPQMRTUVWXY3 less structure more intelligence GZ5_abcde_fgchi_jEck_lm,no computer usecdeep researchccoding agent pq

3、rstuvwxyz|G)JK Manus,PxGB,LJKkF,mP$4JK3“”,MP,Manus&G=!#$%Bloomberg*&4Manus AI%*+,-%*+,-!#$%Bloomberg*&5Manus AI%./01%./01GAIA!#%$%!#%$%AI G G,-UL6-UL6Level 1ccLevel 2ccLevel 3G-G-Manus AIL#L#GG SOTA=Manus AI fgG$%JKA+),!LJKLevel 3G-aT AI )%G%,B|4cc?!#$%Bloomberg*&6Manus AI%2345%2345Manus!*Gg5!*Gg4C%

4、54C%k,%P%AI KAIdeAPI5zAPI,TU)GAIdeCAPIAI&5%)|GChatGPT!GAI&AI*+uv5#$GManusuv,!#$%AI*+,)%&R*5de*5de ManusF-*Bz+,-,Manus./I6Gde,012345de!#$%Bloomberg*&7Manus AI%6789:%6789:67,89:;?&ACEO,BCDF2016 E:;zFWGHIJGKfLMNOPQgROP!zFWGHIJGKfLM,YZ200G,E_Ga2019 EbcCFW 3.0 deGf$2,67acCFWghXFP RjkClmst2022E,FP RLMonic

5、a,92022Eb,MonicauMonica!#$)GAI,$LMS),Q%RcA+CWOMonica!#.ChatGPT API G Chrome,L!#$%Bloomberg*&2Agent 9Agent%;=4%;=4!#$%Bloomberg*&Agent%;=4%;$1%Agent?ABCDE?ABCDE1 Front-end5A+%:G*5StreamlitcFlaskcGradiocNode.jscNEXT.js2 Memory5 AI*+G“”,Z+*5ZepcMemgcCognecLetta3 Authentication5%C=+*5Auth0cOktacOpenFGAc

6、Anon4 Tools5AI*+%GCWO*5GooglecDuckDuckGocSerpercExa5 +x5 AI*+3z,-xCx*5ArizecLangSmithcLangfusecHelicone6 +I5x#AI*+d,KfJK3)*5LangGraphcAutogencHaystackcSwarmcMulti-agent Orchestrator7 de.Model Routing56 AI de?C*5MartiancOpenRoutercNot Diamond8 gdeFoundational Models5b AI de,4 AI*+9 ETL25+CA+,AI*+%WO*