Keep readme markdown and notebook in sync.

[aslonnie]

use relative asset links

[emmyscode]

How do we prevent the images from breaking in the console (when the images are edited on main, but still the same relative path in release branch/tag) and docs?

[aslonnie]

How do we prevent the images from breaking in the console (when the images are edited on main, but still the same relative path in release branch/tag) and docs?

not sure if I understand the question correctly, but:

• console are not referencing the main branch today?
• asset urls are being replaced with loading the readme file
• I do have a plan to embed all the images inline so that it won't worry about the assets/ directory.

[emmyscode]

Never mind on the console concern. For docs, since we sync the templates READMEs in, we need to change this script https://github.com/anyscale/docs/blob/master/sync_oa_templates.py to switch from relative links for assets into absolute so that we can display images.