Fixing the missing "os" import for base.py #857
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Title: Fix missing "import os" in base.py (Ollama Integration)
Steps To Reproduce: When trying to use Ollama integration features, an ImportError occurs due to missing "os" import in base.py.
Fix Details: Added import os at the beginning of the file. This ensures that all necessary modules are imported before they're used within other parts of the codebase.