Updated the Pydantic validator in `backend/api/knowledge.py` from `@v…
Created by: Edouard-Legoupil
…alidator` to @field_validator and updated the import statement.
Replaced the deprecated ``@app.on_event("startup") with a `lifespan` context manager in `backend/main.py`.
Added websockets>=12.0 to backend/requirements.txt to address the websockets.legacy deprecation warning.
Used pipdeptree to investigate the websockets dependency issue and identified uvicorn as the source of the deprecation warning.
Updated uvicorn to version 0.23.0 or newer in backend/requirements.txt to resolve the websockets conflict.
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