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docs: clarify short-term memory behavior in the memory example #483

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7 changes: 5 additions & 2 deletions docs/examples/python/memory_agent.md
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Expand Up @@ -18,7 +18,7 @@ The memory agent utilizes two primary tools:

1. **memory**: Enables storing and retrieving information with capabilities for:

- Storing user-specific information persistently
- Storing user-specific information, either persistently or temporarily
- Retrieving memories based on semantic relevance
- Listing all stored memories for a user
- Setting relevance thresholds and result limits
Expand All @@ -30,7 +30,10 @@ The memory agent utilizes two primary tools:

## Memory-Enhanced Response Generation Workflow

This example demonstrates a workflow where memories are used to generate contextually relevant responses:
> [!NOTE]
> The memory used in this workflow is short-term and scoped to the current session. See [memory types](https://docs.mem0.ai/core-concepts/memory-types) for more details. Update the [configuration](https://docs.mem0.ai/components/vectordbs/config) to enable persistent storage across sessions.

This example demonstrates a workflow where memories are used to generate contextually relevant responses.

```mermaid
flowchart TD
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