# Qdrant

Store the agent's knowledge base vectors in your own Qdrant

> Full REST + WebSocket API reference: https://api.happ.tools/reference

By default Happ keeps the knowledge base vectors itself. Connect your own Qdrant and the agents it is attached to store and search their knowledge there.

## Before you start [#before-you-start]

* **A Qdrant instance** reachable from the internet, its URL and API key (Qdrant Cloud: the cluster page).

## Connect [#connect]

1. **Integrations** > **Add Integration** > **Qdrant**.
2. Fill in the **Qdrant URL** and **API Key** and click **Connect**.
3. Attach it to an agent in the agent's **Integrations**.

| Field      | Value                                                    |
| ---------- | -------------------------------------------------------- |
| Qdrant URL | e.g. `https://xyz.eu-central-1.aws.cloud.qdrant.io:6333` |
| API Key    | The cluster key                                          |

## After connecting [#after-connecting]

Happ creates the collection `company-<id>-agents`. &#x2A;*Disconnecting deletes the agents' collections from your Qdrant.** One Qdrant per workspace.

**API:** [api.happ.tools/reference](https://api.happ.tools/reference)

## Next [#next]

* [Knowledge base](/docs/agents/knowledge) — what gets vectorised