v0.31.1-beta.1

What's Changed

New Features 🎉

• feat: use mkdocs for documentation by @jackye1995 in #4132
• docs: add catalog integration doc section pointing to Lance Namespace by @jackye1995 in #4148
• docs: add DataFusion and DuckDB documentation by @jackye1995 in #4149
• feat: expose max_page_bytes arg for python LanceFileWriter by @wojiaodoubao in #4131

Bug Fixes 🐛

• fix: failed to write FTS index if the entire posting list is deleted by @BubbleCal in #4156

Performance Improvements 🚀

• perf: don't persist intermediate results while indexing vectors by @BubbleCal in #4004

Other Changes

• refactor: refactor full zip schedule_ranges_rep by @Xuanwo in #4142

Full Changelog: v0.31.0...v0.31.1-beta.1