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Chore: Requests handling enhancements #245

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Changelog Description

Let requests handle most of retries and avoid creating invalid responses returning 500 status error.

Additional review information

Connection and Timeout error does not return empty Reponse but crashes. Unify how session is created for all requests.

Testing notes:

  1. All should be working as before.
  2. REST endpoints should work, download/upload too.

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