Metadata-Version: 2.4
Name: nvidia-nat-rag
Version: 1.7.0a20260412
Summary: Subpackage for NVIDIA RAG in NeMo Agent Toolkit
Author: NVIDIA Corporation
Maintainer: NVIDIA Corporation
License: Apache-2.0
Project-URL: documentation, https://docs.nvidia.com/nemo/agent-toolkit/latest/
Project-URL: source, https://github.com/NVIDIA/NeMo-Agent-Toolkit
Keywords: ai,rag,agents,retrieval
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Requires-Python: <3.14,>=3.11
Description-Content-Type: text/markdown
License-File: LICENSE-3rd-party.txt
License-File: LICENSE.md
Requires-Dist: nvidia-nat-core==v1.7.0a20260412
Requires-Dist: langchain-openai<2.0.0,>=1.1.6
Requires-Dist: nvidia-rag>=2.4.0
Requires-Dist: opentelemetry-api~=1.2
Requires-Dist: opentelemetry-sdk~=1.3
Provides-Extra: test
Requires-Dist: nvidia-nat-eval[profiling]==v1.7.0a20260412; extra == "test"
Requires-Dist: nvidia-nat-test==v1.7.0a20260412; extra == "test"
Dynamic: license-file
Dynamic: provides-extra
Dynamic: requires-dist

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![NVIDIA NeMo Agent Toolkit](https://media.githubusercontent.com/media/NVIDIA/NeMo-Agent-Toolkit/refs/heads/main/docs/source/_static/banner.png "NeMo Agent toolkit banner image")

# NVIDIA NeMo Agent Toolkit RAG Library Subpackage

Subpackage for NVIDIA RAG library integration in NeMo Agent toolkit.

This package provides integration with the NVIDIA RAG Blueprint library, allowing NeMo Agent toolkit workflows to use retrieval-augmented generation capabilities with flexible configuration.

## Features

- RAG generation and semantic search over vector stores
- Query rewriting and query decomposition for improved retrieval
- Reranking for higher quality results
- Filter expression generation for metadata filtering
- Multimodal support with VLM inference
- Citation generation and guardrails

For more information about the NVIDIA NeMo Agent toolkit, please visit the [NeMo Agent toolkit GitHub Repo](https://github.com/NVIDIA/NeMo-Agent-Toolkit).
