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1.5 KiB
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Operations
Background tasks that Hindsight executes asynchronously.
:::tip Prerequisites Make sure you've completed the Quick Start and understand how retain works. :::
How Operations Work
Hindsight processes several types of tasks in the background to maintain memory quality and consistency. These operations run automatically—you don't need to trigger them manually.
By default, all background operations are executed in-process within the API service.
:::note Kafka Integration Support for external streaming platforms like Kafka for scale-out processing is planned but not available out of the box in the current release. :::
Operation Types
| Operation | Trigger | Description |
|---|---|---|
| batch_retain | retain_batch with async=True |
Processes large content batches in the background |
| form_opinion | After each reflect call |
Extracts and stores new opinions formed during reflection |
| reinforce_opinion | After retain |
Updates opinion confidence based on new supporting evidence |
| access_count_update | After recall |
Tracks which memories are accessed for relevance scoring |
| regenerate_observations | Bank profile update | Regenerates entity observations when disposition changes |
Next Steps
- Documents — Track document sources
- Entities — Monitor entity tracking
- Memory Banks — Configure bank settings