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Watch a 17-minute technical talk exploring the development of a custom Presto connector for integrating Large Language Models (LLMs) into data analytics workflows. Learn how to harness LLMs' natural language processing capabilities within traditional data pipelines through Presto's extensible architecture. Discover the architectural design principles for building an efficient connector that enables real-time analysis of textual data, along with strategies for optimizing performance and handling large data volumes. Examine real-world case studies demonstrating successful LLM-Presto integrations across various industries, while gaining practical insights into overcoming common implementation challenges. Master the techniques for seamlessly combining the power of LLMs with Presto's data processing capabilities to unlock deeper language insights and transform analytical workflows.
Syllabus
Unlocking Language Insights: Building a Presto Connector for Large Language Models
Taught by
Presto Foundation