---
title: "Discussion on \"Replace CrewAI Memory in Production with VectorAI DB\" | Hashnode"
description: "Discussion on \"Replace CrewAI Memory in Production with VectorAI DB\". If you've deployed a CrewAI application with memory=True and you're seeing \"database is locked\" errors under concurrent load, lost memory after a container restart, or memory bleeding between users in"
url: "https://hashnode.com/posts/replace-crewai-memory-in-production-with-vectorai-db/6a953acb89c044d1876c80fd"
---

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# [Replace CrewAI Memory in Production with VectorAI DB](https://actiandev.hashnode.dev/replace-crewai-memory-in-production-with-vectorai-db?utm_source=hashnode&utm_medium=feed)

If you've deployed a CrewAI application with memory=True and you're seeing "database is locked" errors under concurrent load, lost memory after a container restart, or memory bleeding between users in

Aug 31 · 13 min read · actiandev.hashnode.dev  
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-   [#crewai](https://hashnode.com/tag/crewai)
-   [#crewai-tutorial](https://hashnode.com/tag/crewai-tutorial)
-   [#vectoraidb](https://hashnode.com/tag/vectoraidb)

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