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00:00 Box's Content Platform and Enterprise Focus
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Classroom Contents
Building an Agentic Platform - Technical Evolution of Metadata Extraction at Box
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- 1 00:00 Box's Content Platform and Enterprise Focus
- 2 01:50 Initial AI Deployment in 2023
- 3 02:54 The Challenge of Unstructured Data in Enterprises
- 4 03:56 Limitations of Pre-Generative AI Data Extraction
- 5 04:54 First Version: LLM-Based Extraction
- 6 07:05 Challenges with the Pure LLM Approach
- 7 08:58 Despair and the Need for a New Architecture
- 8 09:30 Introducing Agentic Architecture
- 9 10:04 AI Agent Reasoning Framework
- 10 10:45 Agentic Routine for Data Extraction
- 11 12:28 Advantages of Agentic Architecture
- 12 14:05 Key Lesson Learned: Build Agentic Architecture Early
- 13 18:37 Approach to Fine-tuning and Model Support
