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00:00 Introduction and Problem Statement
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Classroom Contents
Deploying AI Literature Agents at Scale
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- 1 00:00 Introduction and Problem Statement
- 2 01:35 AI-Powered Solution Overview
- 3 02:46 ML Ops Architecture
- 4 04:24 Biomedical NLP Pipeline
- 5 05:59 Model Training and Deployment
- 6 06:46 Scaling Vector Databases
- 7 07:30 RAG Architecture and Performance Metrics
- 8 08:29 Monitoring and Observability
- 9 09:51 Continuous Experimentation and Infrastructure Scaling
- 10 11:17 Key Learnings and Conclusion
