Welcome to Snorkel Flow
Welcome to this orientation to Snorkel Flow. Here you can:
Learn about Snorkel Flow and data development
Snorkel Flow is a data development platform. What does that mean, and how can it help you create efficient and effective machine learning applications?
These articles introduce the product and key concepts:
Get started with a Snorkel Flow task
When you log in to Snorkel Flow, you’ll see the home page, which you can also navigate to by selecting Home or the Snorkel logo.
From the home page, you can access existing applications, datasets, and assigned batches for labeling. If you are a subject matter expert tasked with labeling data, you will see only the batches assigned to you.
Continue reading for more information about getting started with specific tasks.
Deploy Snorkel Flow
If you are an admin responsible for deploying and configuring Snorkel Flow, read Installation Overview and Conventions.
Label data
If you want to label or annotate data, read the Walkthrough for Annotators.
Develop prompts
If you want to do iterative and effective prompt engineering, read about Snorkel Flow's Prompt Builder.
Create a machine learning application
If you want to set up an end-to-end machine learning application for classifying or generating content, read Create application: A guided flow
Evaluate an AI application
If you want to evaluation the performance of an ML application, follow along with the example in the LLM fine-tuning and alignment tutorial.
Next steps
Follow along with Tutorial: Document classification for SEC filings to get hands-on with Snorkel Flow.