The majority of businesses today can set up a fundamental RAG pipeline that effectively handles most use cases. However, this basic setup eventually reaches its limitations in terms of functionality and accuracy, hindering further advancements. Matt Payne aims to detail the necessary pipeline components for building advanced RAG pipelines. For each component, he will explain the what, when, why, and how and provide real-world examples. Key areas of focus include leveraging tools and function calling, which enables you to create a systematic approach to using knowledge from multiple sources...
Matt Payne
CEO
Width.ai
Matt Payne is a former Capital One ML Engineer and is the Founder and CEO of Width.ai. Width.ai is an AI consulting & development firm focused on building AI-based applications for enterprise & early stage startup clients. Width.ai is a current leader in building and consulting on production-grade GPT products and Matt has authored a number of whitepapers and technical reviews on using this state-of-the-art resource. Matt's focus is predominently on key areas of customer improvement including: prompt engineering, AI model fine-tuning, and early stage AI strategy.