> ## Documentation Index
> Fetch the complete documentation index at: https://askmarvin.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# qdrant

# `marvin.memory.providers.qdrant`

## Classes

### `QdrantMemory`

```python theme={null}
class QdrantMemory(client: AsyncQdrantClient = (lambda: AsyncQdrantClient(path=(str(marvin.settings.home_path / 'memory/qdrant'))))(), collection_name: str = 'memory-{key}')
```

**Methods:**

* **`add`**
  ```python theme={null}
  def add(self, memory_key: str, content: str) -> str
  ```
* **`delete`**
  ```python theme={null}
  def delete(self, memory_key: str, memory_id: str)
  ```
* **`get_collection`**
  ```python theme={null}
  def get_collection(self, memory_key: str) -> models.CollectionInfo
  ```
* **`search`**
  ```python theme={null}
  def search(self, memory_key: str, query: str, n: int = 20) -> dict[str, str]
  ```

***

**Parent Module:** [`providers`](marvin-memory-providers)