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How to Self-Host mem0 with a Local Vector Store

This story is from 2026-08-31. It is preserved in the archive; the latest stories are on the live feed.

If you've used mem0 and discovered it calls OpenAI by default, the fix is three configuration values. mem0's Memory() class is cloud-by-default. It calls OpenAI for fact extraction, calls OpenAI again for embeddings, and writes vectors to a Qdrant instance at /tmp/qdrant . Replacing all three takes…

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  1. 2026-08-31 09:06 · DEV Community — AI
    How to Self-Host mem0 with a Local Vector Store

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