Phundal-bugfixes across 3 scripts

[phundal-openai]

Summary

How_to_call_functions_for_knowledge_retrieval.ipynb

• removed hard coded query, and max_results in get_articles arxiv.Search routine along with removing sort_by routine that was interfering with retrieval accuracy.
• Changed formatting on display (show markdown) of testing routines to improve readability
• Re-ran notebook to display accurate results

Getting_started_with_Qdrant_and_OpenAI.ipynb

• Updated links in prerequisites to match current platform urls.
• updated call to qdrant client.create_collection (was recreate_collection) to match current library requirements.
• Changed model in Search Data section to be text-embedding-ada-002 to match embeddings in file and allow results to work as intended by the notebook.

Using_Qdrant_for_embeddings_search.ipynb

• Updated load data routine to give user progress as well as match other scripts in the folder.
• Updated Setup section to launch docker versus having the user have to do it manually.

Motivation

In most cases the notebooks were not operating at all, or displaying data incorrectly. Also there were incorrect comments in some cases.

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