Updated Pinecone Library and Bug Fixes

[mmurshed]

• Code updated to use new Pinecone library
• Fixed a bug with get_embedding
• Replaced a missing model mmarco-mMiniLMv2-L12-H384-v1 from another user

[sinanuozdemir]

Thank you for these suggestions! This entire branch is going to be drastically updated with brand new code as we inch closer to the second edition's release date next month. It will include updates to the pinecone client library and I'll be sure to include your bug fixes as well! I'll leave this issue open for now as a reminder to me to integrate.

Thanks again to people like making sure code stays up to date and relevant :)

[mmurshed]

Can't wait for the 2nd edition to arrive. Already preordered it on Amazon. I will try and fix other notebooks.

[sinanuozdemir]

Amazing, I'm so glad :) I hope you were able to leave a rating/review of the first one too! It really helps me out. I would hold off on this branch until I make my big code push for 2E (coming this weekend). It will have dozens of new notebooks so your eyes will be greatly appreciated once I make the changes.

You are always free to suggest changes on the main branch (currently for 1E) :)

[mmurshed]

Sounds good. I will backport this change to the main.