RAG and chains are leading methods for developing context-aware GenAI applications, but they still struggle with hallucinations due to the complexity of their components. Debugging and optimizing these systems is particularly challenging. A webinar featuring Pinecone will provide strategies for identifying and mitigating hallucinations, leveraging vector databases, and utilizing RAG and chain analytics for rapid iteration and improvement. The speakers are Roie Schwaber-Cohen, a Staff Developer Advocate at Pinecone, and Quique Lores, the Head of Product at Galileo.