Fix regression where we lost the api base and organization

[collijk]

Repeat of #4932

Restores #2594

[Auto-GPT-Bot]

You changed AutoGPT's behaviour. The cassettes have been updated and will be merged to the submodule when this Pull Request gets merged.

[codecov]

Codecov Report

Patch coverage: 61.53% and project coverage change: +0.08 🎉

Comparison is base (43a62fd) 50.52% compared to head (e8aab19) 50.60%.

Additional details and impacted files

@@                Coverage Diff                 @@
##           release-v0.4.4    #4933      +/-   ##
==================================================
+ Coverage           50.52%   50.60%   +0.08%     
==================================================
  Files                 116      116              
  Lines                4857     4857              
  Branches              655      652       -3     
==================================================
+ Hits                 2454     2458       +4     
+ Misses               2219     2217       -2     
+ Partials              184      182       -2     

Impacted Files	Coverage Δ
autogpt/llm/utils/__init__.py	52.30% <50.00%> (+3.73%)	⬆️
autogpt/config/config.py	81.29% <57.14%> (-1.27%)	⬇️
autogpt/memory/vector/utils.py	83.87% <100.00%> (+5.74%)	⬆️

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