Agent's Knowledge Base Files

Since agents are becoming a big part of the ecosystem, a native vector indexing for agent knowledge files to enable semantic RAG across multi-agent systems is extremely important to have. Other RAG options like GraphRAG would also be great to have. Currently I built a system using file URL’s but that is slow and clumsy. Hence this feature request is something fundamental to have.

Essentially the agents in the backend should be setup similar to GPT’s, where users can upload files to an agents Knowledge Base, and the agent then uses those files as RAG during execution.