Projects

Everything in HoneyHive is organized by projects.

A project is a workspace to develop, test & monitor a specific AI application.

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Create your first project

Expected time: 1-2 mins

Steps

Congratulations, you have created your first project in HoneyHive.

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Best-practices on organizing projects

Very often teams will have multiple components under the same application that they would like to develop & test independently as well.

For a complex pipeline, we recommend creating the following projects

1. A production project - ex: Chatbot Production
   • Goal: Source of truth for production
   • All traces from production & CI tests are logged in this project.
   • We want to make sure that the schemas in this project always maps to what we see in production & doesn’t get scrambled by team members trying different variations offline.
2. One project per testable component - ex: Chatbot Retriever
   • Goal: Source of truth for development
   • All traces from offline evaluation runs & unit tests are pushed to this repo.
   • Prompts & datasets for a particular piece of the pipeline can be managed in this project.
   • We want to make sure as we try different things for a particular piece of our application that we can have a clear log of what we have tried & what worked. All of this can be tracked here.
3. A catch-all/random project - ex: Chatbot Random
   • Goal: Track random inspirations/ideas in one place
   • Anything that’s not going to be referred to actively in future development, but would be good to be tracked somewhere.