Vector Databases
Mentioned as a type of tool that LLM-based AI agents can use for actions and memory.
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Videos Mentioning Vector Databases
The Winds of AI Winter (Q2 Four Wars of the AI Stack Recap)
Latent Space
Discussed as a foundational component for RAG, but noted as being too low-level, with a trend towards memory layers and richer frameworks.
The State of AI in production — with David Hsu of Retool
Latent Space
Discussed as a key component for building AI-enabled applications, with Retool integrating them directly.
AI Dev 25 | Apoorva Joshi: Building Agents That Learn—Managing Memory in AI Agents
DeepLearningAI
Mentioned as a type of tool that LLM-based AI agents can use for actions and memory.
Bee AI: The Wearable Ambient Agent
Latent Space
Implied in the context of retrieval-augmented generation (RAG) and semantic search for memory recall.
AI Dev 26 x SF | Carter Rabasa: File Systems Are the New Primitive for AI Agents
DeepLearningAI
Databases discussed as a potential solution for agent memory, noted as fantastic for similarity search but narrowly useful.