25.6.2

The NeMo Retriever extraction 25.06 release focuses on accuracy improvements and feature expansions, including the following:

• Improve reranker accuracy.
• Upgrade Python version from 3.10 to 3.12
• Helm deployment now has similar throughput performance to docker deployment.
• Add support for the latest version of the OpenAI API.
• Add MIG support. For details, see Enable NVIDIA GPU MIG.
• Add time slicing support. For details, see Enable GPU time-slicing.
• Add support for RIVA NIM for optional audio extraction. For details, see helm/values.yaml.
• New notebook for How to add metadata to your documents and filter searches.

Breaking Changes
There are no breaking changes in this version.

Upgrade
To upgrade the Helm Charts for this version, refer to NV-Ingest Helm Charts.