nvidia-nat-redis is an open-source CLI tool that integrates Redis as a memory backend for the NVIDIA NeMo Agent Toolkit, enabling persistent storage and memory management for AI agents. Below are 20 messaging, queues & streaming apps with similar functionality to nvidia-nat-redis, matched by what each product actually does — not ranked or scored. Explore each to find the closest fit for your use case.
nvidia-nat-s3 is an open-source subpackage for the NeMo Agent Toolkit that adds S3-compatible storage integration, allowing AI agents to store and access data efficiently. It is distributed via PyPI under the Apache-2.0 license.
nvidia-nat-mysql is an open source subpackage for the NVIDIA NeMo Agent Toolkit, enabling seamless MySQL database integration for AI agent development. It provides CLI and API support for developers building data-driven AI agents.
Subpackage for MemMachine integration in NeMo Agent Toolkit. Requires a cfg.yml configuration file with database and AI model settings.
Subpackage for Mem0 integration in NeMo Agent Toolkit
nvidia-nat-opentelemetry is an open-source CLI tool that integrates OpenTelemetry observability into the NVIDIA NeMo Agent Toolkit, allowing AI developers and DevOps engineers to monitor and collect metrics from their agent workflows.
nvidia-nat-phoenix is an open-source CLI subpackage that integrates Arize Phoenix observability features into the NeMo Agent Toolkit. It helps AI developers monitor and evaluate agent workflows more effectively.
nvidia-nat-zep-cloud is an open-source subpackage for the NeMo Agent Toolkit, enabling Zep-based agent memory integration for AI agent workflows. It is designed for developers building advanced AI agents.
nvidia-nat-config-optimizer is an open-source CLI tool for optimizing workflow configurations and prompts in the NVIDIA NeMo Agent Toolkit. It is aimed at AI developers seeking to streamline agent-based workflows and improve prompt engineering.
nvidia-nat-ragaai is an open-source subpackage that integrates RagaAI Catalyst with NVIDIA's NeMo Agent Toolkit, providing observability and evaluation features for AI agent development. It is designed for AI developers and researchers.
nvidia-nat-nemo-customizer is an open-source Python package that integrates the NeMo Customizer into the NeMo Agent Toolkit, allowing developers to fine-tune AI models for custom applications. It is designed for AI practitioners and researchers working with NeMo agents and model customization workflows.
nvidia-nat-a2a is an open-source subpackage for the NeMo Agent Toolkit that adds A2A Protocol integration, enabling AI agents to communicate and interoperate using standardized protocols. It supports retrieval-augmented generation and is distributed via PyPI under Apache-2.0.
nvidia-nat-profiler is an open-source CLI tool for profiling and evaluating the performance of AI agents in the NVIDIA NeMo Agent Toolkit. It helps AI developers and researchers optimize agent workflows and monitor system efficiency.
Subpackage for evaluation in NVIDIA NeMo Agent Toolkit
nvidia-nat-app is an open-source CLI toolkit by NVIDIA that provides reusable performance primitives for building and optimizing agentic applications. It is framework-agnostic and designed for developers working on AI-driven or agent-based systems.
Vanna-based Text-to-SQL integration for NeMo Agent Toolkit with Databricks support
nvidia-nat-agno is an open-source subpackage that integrates Agno into the NeMo Agent Toolkit, enabling developers to build, manage, and enhance AI agents with retrieval-augmented generation and other advanced features.
Subpackage for Google ADK integration in NeMo Agent Toolkit
nvidia-nat-rag is an open-source subpackage for the NeMo Agent Toolkit, providing retrieval-augmented generation (RAG) capabilities for AI agent workflows. It is intended for developers building advanced AI systems.
Subpackage for MCP client integration in NeMo Agent Toolkit
Subpackage for NVIDIA Data Flywheel Blueprint integration in NeMo Agent Toolkit
