Docs Update (#2591)

docs/core-concepts/memory-operations.mdx

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+<Snippet file="paper-release.mdx" />
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 Mem0 provides two core operations for managing memories in AI applications: adding new memories and searching existing ones. This guide covers how these operations work and how to use them effectively in your application.
 
 

docs/core-concepts/memory-types.mdx

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 icon: "memory"
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 To build useful AI applications, we need to understand how different memory systems work together. This guide explores the fundamental types of memory in AI systems and shows how Mem0 implements these concepts.
 
 ## Why Memory Matters