Apply fetcher pattern to `notification` module
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- Dominant language
- Python
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Description
Apply the fetcher pattern to the `notification` module under `src/ai/backend/manager/api/gql/`.
## Objective
- Create `fetcher.py` file for this module
- Separate data retrieval logic from resolvers into fetchers
- Rename `resolve_*` functions to `fetch_*` and move them
- Move pagination spec helper functions to fetchers
## Parent Epic
BA-3494
JIRA Issue: BA-3498
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