> ## Documentation Index
> Fetch the complete documentation index at: https://praison.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.
# Build Context For Task • AI Agent SDK
> build_context_for_task: Merges relevant short-term, long-term, entity, user memories
# build\_context\_for\_task
Method
> This is a method of the [**Memory**](../classes/Memory) class in the [**memory**](../modules/memory) module.
Merges relevant short-term, long-term, entity, user memories
into a single text block with deduplication and clean formatting.
## Signature
```python theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
def build_context_for_task(task_descr: str, user_id: Optional[str], additional: str, max_items: int, include_in_output: Optional[bool]) -> str
```
## Parameters
No description available.
No description available.
No description available.
No description available.
If None, memory content is only included when debug logging is enabled. If True, memory content is always included. If False, memory content is never included (only logged for debugging).
### Returns
The result of the operation.
## Uses
* `getEffectiveLevel`
* `logging.getLogger`
* `c.isspace`
* `content.rfind`
* `format_content`
* `normalize_content`
* `seen_contents.add`
* `logger.debug`
* `search_short_term`
* `search_long_term`
## Used By
* [`AgentTeam.execute_task`](../functions/AgentTeam-execute_task)
* [`Session.get_context`](../functions/Session-get_context)
## Source
`praisonaiagents/memory/memory.py` at line 1486
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## Related Documentation