---
title: "Vector Databases"
description: "Your vector database is set system-wide and cannot be configured atomically per-workspace like LLMs can.."
---

import { Cards, Callout } from "nextra/components";
import Image from "next/image";
import { Card } from "../../../components/card";

<Image
  src="/images/anythingllm-setup/vector-database-configuration/header-image.png"
  height={1080}
  width={1920}
  quality={100}
  alt="AnythingLLM Vector Databases"
/>

# Vector Databases

Your vector database is set system-wide and cannot be configured atomically per-workspace like LLMs can.

<Callout type="error" emoji="️‼️">
  **Caution!**

    You should prevent "hopping" between vector databases. AnythingLLM will not automatically port over your already embedded information.

    You would need to delete and re-embed each document in every workspace to migrate to another vector database.

</Callout>

AnythingLLM supports many vector databases providers out of the box.

## Supported Vector Databases

### Local Vector Databases Providers

<Cards>
  <Card title="LanceDB (Built-in)" href="local/lancedb"> 
    <Image
      src="/images/features/vector-databases/lancedb.png" 
      height={1080} 
      width={1920} 
      quality={100}
      alt="LanceDB"
    />
  </Card>

<Card title="Chroma" href="local/chroma">
  <Image
    src="/images/features/vector-databases/chroma.png"
    height={1080}
    width={1920}
    quality={100}
    alt="Chroma"
  />
</Card>

  <Card title="Milvus" href="local/milvus"> 
    <Image
      src="/images/features/vector-databases/milvus.png" 
      height={1080} 
      width={1920}
      quality={100} 
      alt="Milvus"
    />
  </Card>
</Cards>

### Cloud Vector Databases Providers

<Cards>
  <Card title="Pinecone" href="cloud/pinecone"> 
    <Image
      src="/images/features/vector-databases/pinecone.png" 
      height={1080} 
      width={1920} 
      quality={100}
      alt="Pinecone"
    />
  </Card>

<Card title="Zilliz" href="cloud/zilliz">
  <Image
    src="/images/features/vector-databases/zilliz.png"
    height={1080}
    width={1920}
    quality={100}
    alt="Zilliz"
  />
</Card>

<Card title="AstraDB" href="cloud/astradb">
  <Image
    src="/images/features/vector-databases/astra-db.png"
    height={1080}
    width={1920}
    quality={100}
    alt="AstraDB"
  />
</Card>

<Card title="QDrant" href="cloud/qdrant">
  <Image
    src="/images/features/vector-databases/qdrant.png"
    height={1080}
    width={1920}
    quality={100}
    alt="QDrant"
  />
</Card>

  <Card title="Weaviate" href="cloud/weaviate"> 
    <Image
      src="/images/features/vector-databases/weaviate.png" 
      height={1080} 
      width={1920} 
      quality={100}
      alt="Weaviate"
    />
  </Card>
</Cards>


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