Proposal for Agentic RAG Reference Architecture

[Raj Sidwadkar]

Hi everyone! I’m Raj Kumar Sidwadkar, a recent CS grad and contributor to the kubeflow/docs-agent.
After implementing the Global Embedding Singleton and the Sliding Window Memory Manager to stabilize session performance, I’ve just submitted my GSoC 2026 proposal to evolve the agent into a full Agentic RAG Reference Architecture.
My plan focuses on a stateful LangGraph engine, multi-index routing with Milvus, and production-grade KServe deployments. Looking forward to discussing the roadmap and continuing to build with the community!  

Regards,
Raj Sidwadkar