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Linux Foundation

Accelerating GenAI Innovation - Lessons From Intuit's Agents and Tools Framework

Linux Foundation via YouTube

Overview

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Explore how Intuit revolutionized AI development through their comprehensive GenAI framework in this 29-minute conference talk from the Linux Foundation. Learn about Intuit's innovative approach to building reusable agents and tools using open-source technologies like LangChain and LangGraph, which enables rapid integration of AI functions across diverse business units. Discover how this framework supports a wide range of functionalities from basic data retrieval to complex processes including query generation, optimization, pipeline creation, and debugging. Understand how the framework dramatically reduces operationalization time for data workers and accommodates various customer interaction methods through notebooks, no-code approaches, REST integrations, and Python libraries. Gain insights into Intuit's rigorous evaluation process that ensures each tool and agent meets high-performance benchmarks for reliability and consistency before deployment. See how centralizing AI components has accelerated development timelines while maintaining quality standards, establishing a benchmark for creating scalable and effective AI solutions in today's rapidly evolving technology landscape.

Syllabus

Accelerating GenAI Innovation: Lessons From Intuit's Agents an... Shradha Ambekar & Conrad De Peuter

Taught by

Linux Foundation

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