Please Implement a RAG system

[vhill1994983376]

Please implement the ability to use the Qdrant RAG Vector Database system. It enhances long term Ai memory.

More info can be found here: https://qdrant.tech/?utm_source=google&utm_medium=cpc&utm_campaign=21029649098&utm_content=167551587268&utm_term=qdrant&hsa_acc=6907203950&hsa_cam=21029649098&hsa_grp=167551587268&hsa_ad=724415579716&hsa_src=g&hsa_tgt=kwd-1332202770198&hsa_kw=qdrant&hsa_mt=p&hsa_net=adwords&hsa_ver=3&gad_source=1&gad_campaignid=21029649098&gbraid=0AAAAAodw_9B8T5Ro1Cq4g_2p0cqslqw9X&gclid=Cj0KCQiA5uDIBhDAARIsAOxj0CEm96zAM4kNAD3JLLnBcjOCBBBFD8g14TB6t2RehUUQao2lRL51azQaAn-0EALw_wcB

And here: https://github.com/HO-git/st-qdrant-memory