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Convert ingestion service to continuous operation with REST API for source management (#414)

* Initial plan

* Add REST API and continuous service mode to ingestion

- Add FastAPI and uvicorn dependencies
- Create app/api.py with REST endpoints for source management
- Create app/scheduler.py for periodic ingestion
- Update app/service.py with source management methods and status tracking
- Convert main.py to continuous service with FastAPI and scheduler
- Update docker-compose.yml with HTTP port and scheduling config
- Change restart policy to unless-stopped for continuous operation

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Add tests and documentation for REST API and scheduler

- Create test_api.py with 19 test cases for REST API endpoints
- Create test_scheduler.py with 6 test cases for scheduler
- Update README.md with continuous service documentation and API examples
- Fix service.py to handle both _ConfigWithDefaults and SimpleNamespace configs
- Mark 2 tests as xfail due to InMemoryDocumentStore limitations (update/delete)
- All 23 tests pass (2 xfail expected)

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Address code review feedback

- Fix logging calls to use proper placeholders instead of f-strings
- Change tuple[bool, str] to Tuple[bool, str] for Python 3.8 compatibility
- Import Tuple from typing module
- All 23 tests still pass (2 xfail expected)

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Fix docker-compose CI for continuous ingestion service

- Change from batch job (`docker compose run`) to continuous service (`docker compose up -d`)
- Wait for ingestion service to become healthy
- Use REST API to trigger ingestion for test-mailbox source
- Check ingestion status via API endpoint
- Allow service to run continuously without blocking CI

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Address code re... (continued)

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