Among a number of bug fixes, scaling, and performance improvements, there are a few notable features and considerations.
Migrations
With this release, we introduce a number of changes that require migrations. To run migrations, you can update to the latest version of R2R with r2r update
, upon serving R2R (e.g. r2r serve --docker
) the schema will be checked, and you will be prompted to upgrade your database with r2r db upgrade.
Advanced GraphRAG
We're rolling out prompt tuning and contextual embeddings, which both offer significant improvements.