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Streaming

Streaming is key to building responsive applications. There are a few types of data you’ll want to stream:

  1. Agent progress — get updates after each node in the agent graph is executed.
  2. LLM tokens — stream tokens as they are generated by the language model.
  3. Custom updates — emit custom data from tools during execution (e.g., "Fetched 10/100 records")

You can stream more than one type of data at a time.

![image](./assets/fast_parrot.png){: style="max-height:300px"}
Waiting is for pigeons.

Additional resources