Determine if Gemini platform is right for me

To main factors are of most importance
For tiny datasets , can Gemini incorporate them into the model without fine tuning , alternative to Rag known as , CAG , KAG approach

Microsoft Autogen while open source now , Does google intend to have something similar

Rag is a failure, the above two solves that , work around techniques is a waste . I can only commit to a platform that intends to bring this into into its roadmap or has these capabilities already