Update code_checks.yml

Update README.md

Update Cargo.toml

Merge branch 'main' of github.com:VectorInstitute/nano-vectordb-rs

Add implementation details, usage

Merge pull request #1 from VectorInstitute/dependabot/cargo/ring-0.17.13

Bump ring from 0.17.8 to 0.17.13

Improve docs

Merge pull request #20 from amrit110/improve_formatting

Make the output look nice

Add colored output format

Merge pull request #19 from amrit110/add_advanced_example

Fix warning, remove redundant conversion

Add script titles

Add advanced example with real dataset