Erika Cardenas

In this engaging discussion, Erika Cardenas, Technology Partner Manager at Weaviate, dives deep into the innovative world of Agentic RAG systems. She explains how Agentic RAG outperforms traditional approaches by enhancing complex querying and reasoning. The conversation explores the importance of memory in AI, the evolution of multi-agent systems, and the role of generative feedback loops in advancing AI capabilities. Erika also emphasizes the necessity of human oversight in AI, underscoring collaborative approaches between machines and human input.

Join Jithin James and Shahul ES, co-founders of RAGAS, a pioneering framework for evaluating retrieval-augmented generation, along with Erika Cardenas, a developer advocate at Weaviate. They delve into the innovative RAGAS score, which uses LLMs to evaluate generation and retrieval metrics, streamlining the evaluation process. The trio discusses optimizing RAG applications through various tuning strategies and the exciting potential of future technologies like fine-tuning smaller models and enhancing automated systems for smarter, efficient retrieval.