I need your help. I am trying to restart my personal agent stack. I struggle to define the way I should store data. The goal is to store people (like a CRM) that are structured data but also less structured notes, journal, etc.
Obvious easy one would be markdown but then because…
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why not mongodb?
That's a good tip. With MongoDB vector search, you can store the embedding along the data in the same document.
And now with Auto Embedding, you don't have to call the embedding API when you save or search data, MongoDB does it for you.
https://www.mongodb.com/docs/vector-search/crud-embeddings/automated-embedding/
And you get a MongoDB Atlas with 512MB of storage for free forever.

mongodb.comAutomated Embedding Overview - MongoDB Vector Search - MongoDB DocsConfigure Automated Embedding in MongoDB Vector Search to generate and manage vector embeddings at index- and query-time using a Voyage AI model.
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