> ## Documentation Index
> Fetch the complete documentation index at: https://docs.nrai.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Technical Limits

> Technical limits for NRAI execution

### Execution Limits

* **Flow Execution Time**\
  Maximum: **600 seconds (10 minutes)**\
  Flows exceeding this limit will be marked as timed out.

* **Memory Usage**\
  Maximum: **1 GB RAM**\
  (Self hosted can be configured via `AP_SANDBOX_MEMORY_LIMIT`)

<Note>
  The memory usage is measured for the entire Node.js process running the flow. There is approximately 300 MB of overhead for a warm process with addons already loaded.
</Note>

<Tip>
  **Note 1:** Flows paused by steps like **Wait for Approval** or **Delay** do **not** count toward the 600-second limit.
</Tip>

<Tip>
  **Note 2:** To handle longer processes, split them into multiple flows.\
  For example:

  * Have one flow call another via **webhook**.
  * Process smaller **batches of items** in separate flows.
</Tip>

***

### File Storage Limits

<Info>
  Files from actions or triggers are stored in the database/S3 to support retries for certain steps.
</Info>

* **Maximum File Size**: **10 MB**\
  (Configurable via `AP_MAX_FILE_SIZE_MB`, default: **4 MB**)

***

### Key / Value Storage Limits

Some addons use the built-in NRAI key store (e.g., **Store Addon**, **Queue Addon**).

* **Maximum Key Length**: **128 characters**
* **Maximum Value Size**: **512 KB**