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

# Adaptive Feedback API

> Train the UnifiedScorer ranking engine with positive and negative retrieval feedback.

`POST /api/v1/feedback/positive`

```bash POST /api/v1/feedback/positive theme={null}
curl -X POST https://api.piyapi.cloud/api/v1/feedback/positive \
  -H "Authorization: Bearer $PIYAPI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{ "memory_id": "8a1b2c3d-4e5f-6a7b-8c9d-0e1f2a3b4c5d", "query": "database preferences" }'
```


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