The Fireworks Cookbook is your hands-on guide to building, deploying, and fine-tuning generative AI and agentic workflows. It offers curated examples, Jupyter Notebooks, apps, and resources tailored to various use cases and skill levels, making it a go-to resource for practical Fireworks implementations.

In this cookbook, you’ll find:

  • Production-ready projects: Scalable, proven solutions with ongoing support from the Fireworks engineering team.
  • Learning-focused tutorials: Step-by-step guides for hands-on exploration, ideal for interactive learning of AI techniques.
  • Community-driven showcases: Creative user-contributed projects that showcase innovative applications of Fireworks in diverse contexts.

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Repository structure

To help you easily navigate and find the right resources, the Cookbook organizes examples by purpose:

Learning-focused Examples


Hands-on projects for learning AI techniques, maintained by the DevRel team.

Community Showcase


Explore user-contributed projects that push creative boundaries with Fireworks.

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