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Challenges in Developing VDB Technology
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Classroom Contents
Navigating the Vector Database Landscape - Edo Liberty on Pinecone's Technology
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- 1 Introduction: Welcome and Episode Overview
- 2 Meet Edo Liberty: Background and Pinecone's Inception
- 3 What are Vector Databases? An Explainer
- 4 The Genesis of Pinecone: Founding Story
- 5 Challenges in Developing VDB Technology
- 6 Pinecone's Unique Approach to VDBs
- 7 Key Milestones and Successes
- 8 Exploring Different Embedding Strategies
- 9 Future Trends in AI and Database Technology
- 10 Leadership and Innovation: Edo's Philosophy
- 11 The Road Ahead for Pinecone and VDBs
- 12 Audience Q&A: Edo Answers Listener Questions
- 13 RAG Apps: Production Challenges & Wrap-Up
