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NVIDIA NeMo Agent Toolkit (1.5)

GitHub

NVIDIA NeMo Agent Toolkit (1.5)

GitHub

About NeMo Agent Toolkit

Overview
Release Notes

Get Started

Installation
Quick Start
Tutorials

Build Workflows

About
Workflow Configuration
Functions and Function Groups
- Functions
- Function Groups
LLMs
- Using Local LLMs
Embedders
Retrievers
Memory
Object Stores
MCP
A2A
Advanced
- Interactive Workflows
- Middleware

Run Workflows

About
Existing Agents
- LangGraph
Observe Workflows
API Server and User Interface
MCP Server
FastMCP Server
A2A Server

Improve Workflows

About
Evaluate Workflows
Profiling and Performance Monitoring
Optimizer Guide
Sizing Calculator
Test Time Compute
Finetuning

Components

Agents
Functions
- Code Execution
- Text-to-SQL with Vanna
Authentication
Integrations
Sharing Components

Extend

Plugins
Custom Components
Testing
- Adding Unit Tests for Tools
- Test With nat_test_llm

Reference

Python API
- nat
- observability
REST API
Command Line Interface (CLI)

Resources

FAQs
Support
Troubleshooting
Migration Guide
Security Considerations
Contributing

API Reference
nat
nat.plugins
nat.plugins.eval
nat.plugins.eval.profiler
nat.plugins.eval.profiler.callbacks
nat.plugins.eval.profiler.callbacks.token_usage_base_model

nat.plugins.eval.profiler.callbacks.token_usage_base_model#

Compatibility re-export for token usage model from core.

previous

nat.plugins.eval.profiler.callbacks.base_callback_class

next

nat.plugins.eval.profiler.data_frame_row

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