Experimenting With Multi Model Rag and Google Gemini

In the world of LLM's, rag has gained quite a bit of traction due to the fact that it helps reduce hallucination by giving access to LLM's to external sources and grounding the results. In simple words, RAG is basically proving an external data source for Generative AI models to get better context on user … Continue reading Experimenting With Multi Model Rag and Google Gemini →

AI COST IN PRODUCTION

Have you ever pictured AI in production to be like this below? AI system is not just ml code but a lot of other components. And the decision to either productionize of not productionize a system depends on a lot of factors outside model accuracy.Cost to build and maintain the entire system in production is … Continue reading AI COST IN PRODUCTION →