Update 0_create_ingest_documents_test_kb.ipynb

[clevesterz]

updated the index creation params to faiss and the space_type to innerproduct, for new AOSS requirement for vector

Issue #, if available:
failed to create Knowledge base because AOSS required faiss

Description of changes:
updated the index creation params to faiss and the space_type to innerproduct

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

[rsgrewal-aws]

Please re do this PR following the new layout and the process for creating the required file . We request all files to have a presence on the Cookbook / Recipes Website which is fronting this github repo now. Some of the mandatory sections of the notebook need to include

• Overview.
• What are we demonstrating .
• What use case .
• What will you learn.
• What is the architectural pattern and why we select this. With a diagram
• What are the libraries to install
• What model did we choose and why this model
• Every cell needs to have a markup