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   Main Page
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Welcome to NVIDIA Dynamo
========================

The NVIDIA Dynamo Platform is a high-performance, low-latency inference framework designed to serve all AI models—across any framework, architecture, or deployment scale.

.. admonition:: 💎 Discover the latest developments!
   :class: seealso

   This guide is a snapshot of a specific point in time. For the latest information, examples, and Release Assets, see the `Dynamo GitHub repository <https://github.com/ai-dynamo/dynamo/releases/latest>`_.

Quickstart
==========
.. include:: _includes/quick_start_local.rst

..
   Sidebar
..

.. toctree::
   :hidden:
   :caption: Getting Started

   Quickstart <self>
   Support Matrix <reference/support-matrix.md>
   Feature Matrix <reference/feature-matrix.md>
   Release Artifacts <reference/release-artifacts.md>
   Examples <_sections/examples>

.. toctree::
   :hidden:
   :caption: Kubernetes Deployment

   Deployment Guide <_sections/k8s_deployment>
   Observability (K8s) <_sections/k8s_observability>
   Multinode <_sections/k8s_multinode>

.. toctree::
   :hidden:
   :caption: User Guides

   KV Cache Offloading <kvbm/kvbm_guide.md>
   Tool Calling <agents/tool-calling.md>
   Multimodality Support <features/multimodal/README.md>
   LoRA Adapters <features/lora/README.md>
   Finding Best Initial Configs <performance/aiconfigurator.md>
   Benchmarking <benchmarks/benchmarking.md>
   Tuning Disaggregated Performance <performance/tuning.md>
   Writing Python Workers in Dynamo <development/backend-guide.md>
   Observability (Local) <_sections/observability>
   Fault Tolerance <_sections/fault_tolerance>
   Glossary <reference/glossary.md>

.. toctree::
   :hidden:
   :caption: Components

   Backends <_sections/backends>
   Frontends <_sections/frontends>
   Router <router/README>
   Planner <planner/planner_intro>
   Profiler <components/profiler/README>
   KVBM <kvbm/kvbm_intro>

.. toctree::
   :hidden:
   :caption: Design Docs

   Overall Architecture <design_docs/architecture.md>
   Architecture Flow <design_docs/dynamo_flow.md>
   Disaggregated Serving <design_docs/disagg_serving.md>
   Distributed Runtime <design_docs/distributed_runtime.md>
   Request Plane <design_docs/request_plane.md>
   Event Plane <design_docs/event_plane.md>
   Planner Design <design_docs/planner_design.md>
