NeMo-Agent-Toolkit

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NeMo-Agent-Toolkit is an AI Agents & Automation tool that provides an open-source library for connecting and optimizing teams of AI agents. It enhances speed, accuracy, and decision-making through enterprise-grade instrumentation, observability, and continuous learning.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is NeMo-Agent-Toolkit?

The NVIDIA NeMo Agent Toolkit is an open-source library designed to efficiently connect and optimize teams of AI agents. It offers intelligence to AI agents across various frameworks, improving their speed, accuracy, and decision-making through robust instrumentation, observability, and continuous learning capabilities. Key features include Dynamo Runtime Intelligence for latency sensitivity, Agent Performance Primitives (APP) for accelerating graph-based frameworks like LangChain and CrewAI, and native LangSmith integration for tracing and evaluation. The toolkit supports building agents, is framework-agnostic, promotes reusability, and offers customization options. It also includes a built-in UI, profiling tools, an evaluation system, and hyper-parameter/prompt optimizers to enhance agent quality and performance.

Best used for

Ideal for developers and data scientists who need to build, deploy, and optimize complex AI agent systems. Especially valuable for those working with graph-based agent frameworks like LangChain or CrewAI, seeking to improve performance, observability, and evaluation of their AI agents.

Common actions

optimize AI agents

connect AI agents

monitor agent performance

evaluate agent workflows

fine-tune LLMs

face swappinggithub copilot"AI Agents"deepfakeopen-sourcecollaborationautomated workflowlow-code/no-codeworkflows

Capabilities

Key features

Dynamo Runtime Intelligence
Agent Performance Primitives
LangSmith Native Integration
Built-In User Interface
Evaluation System
Hyper-Parameter Optimizer
Protocol Support

Target Audience

developerdata scientiststartup founder

Integrations

langchaincrewailangsmithllama-indexmicrosoft-semantic-kernelgoogle-adkminioredis+ 1 more

Pricing & Plans

Open Source

Free

FAQs

What agent frameworks does NeMo-Agent-Toolkit support?

The toolkit is framework-agnostic and works with popular frameworks such as LangChain, LlamaIndex, CrewAI, Microsoft Semantic Kernel, and Google ADK. It also supports custom enterprise agentic frameworks and simple Python agents.

What are Agent Performance Primitives (APP)?

Agent Performance Primitives (APP) are framework-agnostic tools that accelerate graph-based agent frameworks. They enable features like parallel execution, speculative branching, and node-level priority routing to enhance agent performance.

Does NeMo-Agent-Toolkit offer tools for agent evaluation?

Yes, the toolkit includes a comprehensive evaluation system to validate and maintain the accuracy of agentic workflows. It also features a hyper-parameter and prompt optimizer to identify optimal configurations for agents.

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Chatbots & Conversational AI General-Purpose Agents Workflow Agents Personal Assistants RAG & Document AI Voice Agents

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