Hi Venkatram, I'm working on building a data layer for agents, building local knowledge base is one of our use cases we want to dig into. I think your project is a great fit, you take take a look at our repo if you are interested: https://github.com/SkardiLabs/skardi Please give a star if you like it. Feel free to shot us emails.