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docs: Add FAQ for nodes executed (#5198)

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Add FAQ for nodes executed
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Lauren Hirata Singh
2025-06-25 12:28:21 -04:00
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docs/docs/concepts/faq.md
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@@ -63,4 +63,8 @@ Yes! LangGraph is totally ambivalent to what LLMs are used under the hood. The m
Yes! You can use the [development version of LangGraph Server](../tutorials/langgraph-platform/local-server.md) to run the backend locally.
This will connect to the studio frontend hosted as part of LangSmith.
If you set an environment variable of `LANGSMITH_TRACING=false`, then no traces will be sent to LangSmith.
If you set an environment variable of `LANGSMITH_TRACING=false`, then no traces will be sent to LangSmith.
## What does "nodes executed" mean for LangGraph Platform usage?
**Nodes Executed** is the aggregate number of nodes in a LangGraph application that are called and completed successfully during an invocation of the application. If a node in the graph is not called during execution or ends in an error state, these nodes will not be counted. If a node is called and completes successfully multiple times, each occurrence will be counted.
docs/docs/concepts/langgraph_server.md
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@@ -17,7 +17,7 @@ Use LangGraph Server to create and manage [assistants](assistants.md), [threads]
There are two versions of LangGraph Server:
- `Lite` is a limited version of the LangGraph Server that you can run locally or in a self-hosted manner (up to 1 million nodes executed per year).
- `Lite` is a limited version of the LangGraph Server that you can run locally or in a self-hosted manner (up to 1 million [nodes executed](../concepts/faq.md#what-does-nodes-executed-mean-for-langgraph-platform-usage) per year).
- `Enterprise` is the full version of the LangGraph Server. To use the `Enterprise` version, you must acquire a license key that you will need to specify when running the Docker image. To acquire a license key, please email sales@langchain.dev.
Feature Differences:
docs/docs/concepts/plans.md
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@@ -20,7 +20,7 @@ There are three different plans for using it.
| | Developer | Plus | Enterprise |
|------------------------------------------------------------------|---------------------------------------------|-------------------------------------------------------|-----------------------------------------------------|
| Deployment Options | Standalone Container (Lite) | Cloud SaaS | <ul><li>Cloud SaaS</li><li>Self-Hosted Data Plane</li><li>Self-Hosted Control Plane</li><li>Standalone Container (Enterprise)</li></ul> |
| Usage | Free, limited to 1M nodes executed per year | Free while in Beta, will be charged per node executed | Custom |
| Usage | Free, limited to 1M [nodes executed](../concepts/faq.md#what-does-nodes-executed-mean-for-langgraph-platform-usage) per year | See [Pricing](https://www.langchain.com/langgraph-platform-pricing) | Custom |
| APIs for retrieving and updating state and conversational history | ✅ | ✅ | ✅ |
| APIs for retrieving and updating long-term memory | ✅ | ✅ | ✅ |
| Horizontally scalable task queues and servers | ✅ | ✅ | ✅ |