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The Swarms framework provides powerful real-time streaming capabilities for agents, allowing you to see responses being generated token by token as they’re produced by the language model. This creates a more engaging and interactive experience, especially useful for long-form content generation, debugging, or when you want to provide immediate feedback to users.

Installation

Install the swarms package using pip:

Basic Setup

  1. First, set up your environment variables:

Step by Step

  • Install and put your keys in .env
  • Turn on streaming in Agent() with streaming_on=True
  • Optional: If you want to pretty print it, you can do print_on=True; if not, it will print normally

Code

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