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docs: update documentation; add to nvidia-nat-all
Signed-off-by: Will Killian <[email protected]>
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docs/source/index.md

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@@ -36,7 +36,7 @@ NeMo Agent toolkit was previously known as <!-- vale off -->AgentIQ<!-- vale on
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## Key Features
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- [**Framework Agnostic:**](./quick-start/installing.md#framework-integrations) NeMo Agent toolkit works side-by-side and around existing agentic frameworks, such as [LangChain](https://www.langchain.com/), [LlamaIndex](https://www.llamaindex.ai/), [CrewAI](https://www.crewai.com/), and [Microsoft Semantic Kernel](https://learn.microsoft.com/en-us/semantic-kernel/), as well as customer enterprise frameworks and simple Python agents. This allows you to use your current technology stack without replatforming. NeMo Agent toolkit complements any existing agentic framework or memory tool you're using and isn't tied to any specific agentic framework, long-term memory, or data source.
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- [**Framework Agnostic:**](./quick-start/installing.md#framework-integrations) NeMo Agent toolkit works side-by-side and around existing agentic frameworks, such as [LangChain](https://www.langchain.com/), [LlamaIndex](https://www.llamaindex.ai/), [CrewAI](https://www.crewai.com/), [Microsoft Semantic Kernel](https://learn.microsoft.com/en-us/semantic-kernel/), [Google ADK](https://github.com/google/adk-python), as well as customer enterprise frameworks and simple Python agents. This allows you to use your current technology stack without replatforming. NeMo Agent toolkit complements any existing agentic framework or memory tool you're using and isn't tied to any specific agentic framework, long-term memory, or data source.
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- [**Reusability:**](./extend/sharing-components.md) Every agent, tool, and agentic workflow in this library exists as a function call that works together in complex software applications. The composability between these agents, tools, and workflows allows you to build once and reuse in different scenarios.
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docs/source/quick-start/installing.md

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To install these first-party plugin libraries, you can use the full distribution name (for example, `nvidia-nat-langchain`) or use the `nvidia-nat[langchain]` extra distribution. The following extras are supported:
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- `nvidia-nat[adk]` or `nvidia-nat-adk` - [Google ADK](https://github.com/google/adk-python)
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- `nvidia-nat[agno]` or `nvidia-nat-agno` - [Agno](https://agno.com/)
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- `nvidia-nat[crewai]` or `nvidia-nat-crewai` - [CrewAI](https://www.crewai.com/)
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- `nvidia-nat[data-flywheel]` or `nvidia-nat-data-flywheel` - [NeMo DataFlywheel](https://github.com/NVIDIA-AI-Blueprints/data-flywheel)

docs/source/workflows/observe/index.md

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#### Integration Components
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- **{py:class}`nat.profiler.decorators`**: Decorators that wrap workflow and LLM framework context managers to inject usage-collection callbacks.
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- **{py:class}`~nat.profiler.callbacks`**: Callback handlers that track usage statistics (tokens, time, inputs/outputs) and push them to the event stream. Supports LangChain/LangGraph, LLama Index, CrewAI, and Semantic Kernel frameworks.
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- **{py:class}`~nat.profiler.callbacks`**: Callback handlers that track usage statistics (tokens, time, inputs/outputs) and push them to the event stream. Supports LangChain/LangGraph, LLama Index, CrewAI, Semantic Kernel, and Google ADK frameworks.
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### Registering a New Telemetry Provider as a Plugin
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docs/source/workflows/profiler.md

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### Profiler Decorators and Callbacks
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- `src/nat/profiler/decorators` directory defines decorators that can wrap each workflow or LLM framework context manager to inject usage-collection callbacks.
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- `src/nat/profiler/callbacks` directory implements callback handlers. These handlers track usage statistics (tokens, time, inputs/outputs) and push them to the NeMo Agent toolkit usage stats queue. We currently support callback handlers for LangChain/LangGraph,
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LlamaIndex, CrewAI, and Semantic Kernel.
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LlamaIndex, CrewAI, Google ADK, and Semantic Kernel.
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### Profiler Runner
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packages/nvidia_nat_all/pyproject.toml

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# version when adding a new package. If unsure, default to using `~=` instead of `==`. Does not apply to nvidia-nat packages.
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# Keep sorted!!!
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"nvidia-nat[gunicorn, async_endpoints]~=1.3",
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"nvidia-nat-adk",
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"nvidia-nat-agno",
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"nvidia-nat-crewai",
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"nvidia-nat-langchain",

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