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>The winners will not be the ones who maintain the biggest vector databases, but the ones who design the smartest agents to traverse abundant context and connec
by sergiotapia 1y ago
>The winners will not be the ones who maintain the biggest vector databases, but the ones who design the smartest agents to traverse abundant context and connect meaning across documents.
So if one were building say a memory system for an AI chat bot, how would you save all the data related to a user? Mother's name, favorite meals, allergies? If not a Vector database like pinecone, then what? Just a big .txt file per user?
- nbstme 1y agoExactly. Just a markdown file per user. Anthropic recommends that.
- queenkjuul 1y agoAny kind of database is far too efficient for an LLM, just take all your markdown and turn it into less markdown.
- ako 1y agoThat is what Claude Sonnet 4.5 is doing: https://youtu.be/pidnIHdA1Y8?si=GqNEYBFyF-3Klh4- https://youtu.be/pidnIHdA1Y8?si=GqNEYBFyF-3Klh4-