What is Snorkel AI?
Snorkel AI is revolutionizing the way we develop AI applications. Built on the foundation of programmatic AI data development, Snorkel Flow allows you to build production-ready AI applications 100x faster. Whether you're working on data labeling, LLM fine-tuning, or RAG optimization, Snorkel AI has got you covered.
What are the features of Snorkel AI?
- Data Labeling & Annotation: Label and annotate data 100x faster with programmatic methods.
- LLM Fine-Tuning & Alignment: Fine-tune large language models for specialized tasks with ease.
- RAG Optimization: Improve retrieval accuracy with optimized chunking and fine-tuned embedding models.
- LLM Evaluation: Move beyond generic benchmarks with domain-specific evaluations.
What are the use cases of Snorkel AI?
- Banking & Finance: Build AI models for fraud detection and risk assessment.
- Healthcare: Accelerate the analysis of medical records and pathology reports.
- Insurance: Streamline claims processing with AI-driven insights.
- Public Sector: Enhance public services with AI-powered solutions.
How to use Snorkel AI?
- Step 1: Sign up for Snorkel Flow and integrate it with your existing AI/ML stack.
- Step 2: Use the platform to label, annotate, and develop your data programmatically.
- Step 3: Fine-tune your models and evaluate them using Snorkel's built-in tools.
- Step 4: Deploy your AI applications with confidence, knowing they meet production standards.
![Data-First Culture in AI Development: A Discussion From Human[x] With Snorkel AI and Scale AI](https://i.ytimg.com/vi/EYQpBxeel6Q/hqdefault.jpg)
