kamir commented on PR #87:
URL: 
https://github.com/apache/incubator-training/pull/87#issuecomment-1660123868

   Hi Justin,
   currently the goal is to initiate the project with a focus on 
"semi-automation" of documentation tasks. 
   Most importantly, the prompts, the prompt templates, and the indexing logic 
will be developed and applied to small data sets, such as the docu-repos of 
several ASF projects. 
   
   Now we have two options: 
   (A) Creation of content, such as README or quickstart tutorials, or 
executive summaries etc.
   (B) Automatic inspection of the content, using the "reference questions" as 
defined in the tool - and based on the result, a human editor can update the 
original documents in such a way that the questions can be answered. I
   
   In case (B) no generated content will be published in a software repository, 
it is just temporary information which allows 
   quality assessments and improvements in a standardized semi-automatic way.
   
   I understand that following the path towards (A) is still a risk. Hence, the 
goal is the creation of tool which can be configured to use multiple LLMs, 
starting from public offerings to personal deployments (such as OpenAI model in 
Azure self hosted by a user vs. the fully managed OpenAI model which is used 
right now.


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