add new sample sample for polyglot notebooks using llamaindex and hugging face

[colombod]

The new sample shows polyglot notebook using python to access local models via hugging face and advanced rag patterns using llamaindex. finally .NET is used to expose those objects and create an api that can be consume in c# code

[luisquintanilla]

LGTM. Thanks @colombod