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Jeff Huber of Chroma: Building the open-source toolkit for AI Engineering
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2024/10/24
High Agency: The Podcast for AI Builders
AI Chapters
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Chapters
Why are vector databases crucial for AI?
What are embeddings and similarity search?
The early days of Chroma
What are the issues with current vector database solutions?
What workload patterns do AI applications exhibit?
Real-world use cases and search applications
What's the problem with RAG terminology?
Dynamic retrieval and model interactions
Email processing and instruction management
Context windows vs vector databases
Enterprise adoption and production systems
From GPT-3 to production AI: The journey
Internal vs customer-facing applications
What advice does Jeff have for AI engineers?
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