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uh and Iamp;#39;m excited to speak on uh llama agents um so first off um Iamp;#39;m Andre Iamp;#39;m um currently a founding software engineer machine learning engineer or AI engineer whatever title of the week it is uh at llama index um Iamp;#39;ve been here at llama index for about 10 or 11 months I work predominantly on the open source side of things with Logan who leads our open source uh uh things and so I maintain llama index the python framework we also have a typescript framework by work on the python one and most recently I also co-author and maintain llama agents which is um mostly what we will talk about in demo today um and llama agents is essentially a frame a framework for Building multi-agent Systems in a sort of uh with a with a lens to production um and essentially what that means for us is building out these agents and other um components as services that are sort of brokered in terms of communications with message cues and other um engineering sort of techniques