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14 changes: 7 additions & 7 deletions README.md
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Expand Up @@ -24,23 +24,23 @@ AgentIQ is a flexible library designed to seamlessly integrate your enterprise a
## Key Features

- [**Framework Agnostic:**](https://docs.nvidia.com/agentiq/latest/concepts/plugins.html) Works with any agentic framework, so you can use your current technology stack without replatforming.
- [**Reusability:**](https://docs.nvidia.com/agentiq/latest/guides/sharing_workflows_and_tools.html) Every agent, tool, or workflow can be combined and repurposed, allowing developers to leverage existing work in new scenarios.
- [**Rapid Development:**](https://docs.nvidia.com/agentiq/latest/guides/create_customize_workflows.html) Start with a pre-built agent, tool, or workflow, and customize it to your needs.
- [**Reusability:**](https://docs.nvidia.com/agentiq/latest/guides/sharing-workflows-and-tools.html) Every agent, tool, or workflow can be combined and repurposed, allowing developers to leverage existing work in new scenarios.
- [**Rapid Development:**](https://docs.nvidia.com/agentiq/latest/guides/create-customize-workflows.html) Start with a pre-built agent, tool, or workflow, and customize it to your needs.
- [**Profiling:**](https://docs.nvidia.com/agentiq/latest/guides/profiler.html) Profile entire workflows down to the tool and agent level, track input/output tokens and timings, and identify bottlenecks.
- [**Observability:**](https://docs.nvidia.com/agentiq/latest/guides/observe_workflow_with_phoenix.html) Monitor and debug your workflows with any OpenTelemetry-compatible observability tool.
- [**Observability:**](https://docs.nvidia.com/agentiq/latest/guides/observe-workflow-with-phoenix.html) Monitor and debug your workflows with any OpenTelemetry-compatible observability tool.
- [**Evaluation System:**](https://docs.nvidia.com/agentiq/latest/guides/evaluate.html) Validate and maintain accuracy of agentic workflows with built-in evaluation tools.
- [**User Interface:**](https://docs.nvidia.com/agentiq/latest/guides/use_aiq_serve.html) Use the AgentIQ UI chat interface to interact with your agents, visualize output, and debug workflows.
- [**User Interface:**](https://docs.nvidia.com/agentiq/latest/guides/using-agentiq-ui-and-server.html) Use the AgentIQ UI chat interface to interact with your agents, visualize output, and debug workflows.
- [**MCP Compatibility**](https://docs.nvidia.com/agentiq/latest/components/mcp.html) Compatible with Model Context Protocol (MCP), allowing tools served by MCP Servers to be used as AgentIQ functions.

With AgentIQ, you can move quickly, experiment freely, and ensure reliability across all your agent-driven projects.

## Links

* [Documentation](https://docs.nvidia.com/agentiq/latest/index.html): Explore the full documentation for AgentIQ.
* [About AgentIQ](https://docs.nvidia.com/agentiq/latest/intro/why_aiq.html): Learn more about the benefits of using AgentIQ.
* [Get Started Guide](https://docs.nvidia.com/agentiq/latest/intro/get_started.html): Set up your environment and start building with AgentIQ.
* [About AgentIQ](https://docs.nvidia.com/agentiq/latest/intro/why-agentiq.html): Learn more about the benefits of using AgentIQ.
* [Get Started Guide](https://docs.nvidia.com/agentiq/latest/intro/get-started.html): Set up your environment and start building with AgentIQ.
* [Examples](https://github.com/NVIDIA/AgentIQ/tree/main/examples#readme): Explore examples of AgentIQ workflows.
* [Create and Customize AgentIQ Workflows](https://docs.nvidia.com/agentiq/latest/guides/create_customize_workflows.html): Learn how to create and customize AgentIQ workflows.
* [Create and Customize AgentIQ Workflows](https://docs.nvidia.com/agentiq/latest/guides/create-customize-workflows.html): Learn how to create and customize AgentIQ workflows.
* [Evaluate with AgentIQ](https://docs.nvidia.com/agentiq/latest/guides/evaluate.html): Learn how to evaluate your AgentIQ workflows.
* [Troubleshooting](https://docs.nvidia.com/agentiq/latest/troubleshooting.html): Get help with common issues.

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1 change: 1 addition & 0 deletions docs/Makefile
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Expand Up @@ -23,3 +23,4 @@ clean:
# $(O) is meant as a shortcut for $(SPHINXOPTS).
html: Makefile
@$(SPHINXBUILD) -M html "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
@$(SPHINXBUILD) -b linkcheck "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
2 changes: 1 addition & 1 deletion docs/source/concepts/plugins.md
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Expand Up @@ -111,7 +111,7 @@ aiq_langchain = "aiq.plugins.langchain.register"
What this means is that when the `agentiq-langchain` distribution is installed, the `aiq.plugins.langchain.register` module will be imported when the entry point is loaded. This module must contain all the `@register_<plugin_type>` decorators which need to be loaded when the library is initialized.

> [!NOTE]
> The above syntax in the `pyproject.toml` file is specific to [uv](https://docs.astral.sh/uv/reference/pyproject-toml/). Other package managers may have a different syntax for specifying entry points.
> The above syntax in the `pyproject.toml` file is specific to [uv](https://docs.astral.sh/uv/concepts/projects/config/#plugin-entry-points). Other package managers may have a different syntax for specifying entry points.


#### Multiple Plugins in a Single Distribution
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14 changes: 7 additions & 7 deletions src/aiq/meta/pypi.md
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Expand Up @@ -24,23 +24,23 @@ AgentIQ is a flexible library designed to seamlessly integrate your enterprise a
## Key Features

- [**Framework Agnostic:**](https://docs.nvidia.com/agentiq/latest/concepts/plugins.html) Works with any agentic framework, so you can use your current technology stack without replatforming.
- [**Reusability:**](https://docs.nvidia.com/agentiq/latest/guides/sharing_workflows_and_tools.html) Every agent, tool, or workflow can be combined and repurposed, allowing developers to leverage existing work in new scenarios.
- [**Rapid Development:**](https://docs.nvidia.com/agentiq/latest/guides/create_customize_workflows.html) Start with a pre-built agent, tool, or workflow, and customize it to your needs.
- [**Reusability:**](https://docs.nvidia.com/agentiq/latest/guides/sharing-workflows-and-tools.html) Every agent, tool, or workflow can be combined and repurposed, allowing developers to leverage existing work in new scenarios.
- [**Rapid Development:**](https://docs.nvidia.com/agentiq/latest/guides/create-customize-workflows.html) Start with a pre-built agent, tool, or workflow, and customize it to your needs.
- [**Profiling:**](https://docs.nvidia.com/agentiq/latest/guides/profiler.html) Profile entire workflows down to the tool and agent level, track input/output tokens and timings, and identify bottlenecks.
- [**Observability:**](https://docs.nvidia.com/agentiq/latest/guides/observe_workflow_with_phoenix.html) Monitor and debug your workflows with any OpenTelemetry-compatible observability tool.
- [**Observability:**](https://docs.nvidia.com/agentiq/latest/guides/observe-workflow-with-phoenix.html) Monitor and debug your workflows with any OpenTelemetry-compatible observability tool.
- [**Evaluation System:**](https://docs.nvidia.com/agentiq/latest/guides/evaluate.html) Validate and maintain accuracy of agentic workflows with built-in evaluation tools.
- [**User Interface:**](https://docs.nvidia.com/agentiq/latest/guides/use_aiq_serve.html) Use the AgentIQ UI chat interface to interact with your agents, visualize output, and debug workflows.
- [**User Interface:**](https://docs.nvidia.com/agentiq/latest/guides/using-agentiq-ui-and-server.html) Use the AgentIQ UI chat interface to interact with your agents, visualize output, and debug workflows.
- [**MCP Compatibility**](https://docs.nvidia.com/agentiq/latest/components/mcp.html) Compatible with Model Context Protocol (MCP), allowing tools served by MCP Servers to be used as AgentIQ functions.

With AgentIQ, you can move quickly, experiment freely, and ensure reliability across all your agent-driven projects.

## Links

* [Documentation](https://docs.nvidia.com/agentiq/latest/index.html): Explore the full documentation for AgentIQ.
* [About AgentIQ](https://docs.nvidia.com/agentiq/latest/intro/why_aiq.html): Learn more about the benefits of using AgentIQ.
* [Get Started Guide](https://docs.nvidia.com/agentiq/latest/intro/get_started.html): Set up your environment and start building with AgentIQ.
* [About AgentIQ](https://docs.nvidia.com/agentiq/latest/intro/why-agentiq.html): Learn more about the benefits of using AgentIQ.
* [Get Started Guide](https://docs.nvidia.com/agentiq/latest/intro/get-started.html): Set up your environment and start building with AgentIQ.
* [Examples](https://github.com/NVIDIA/AgentIQ/tree/main/examples#readme): Explore examples of AgentIQ workflows.
* [Create and Customize AgentIQ Workflows](https://docs.nvidia.com/agentiq/latest/guides/create_customize_workflows.html): Learn how to create and customize AgentIQ workflows.
* [Create and Customize AgentIQ Workflows](https://docs.nvidia.com/agentiq/latest/guides/create-customize-workflows.html): Learn how to create and customize AgentIQ workflows.
* [Evaluate with AgentIQ](https://docs.nvidia.com/agentiq/latest/guides/evaluate.html): Learn how to evaluate your AgentIQ workflows.
* [Troubleshooting](https://docs.nvidia.com/agentiq/latest/troubleshooting.html): Get help with troubleshooting common issues.

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