Snorkel

Snorkel AI: Accelerating AI Development Through Programmatic Data Labeling

Snorkel AI offers Snorkel Flow, an AI data development platform that enables enterprises to create and deploy AI applications more efficiently by programmatically labeling and curating data. This approach accelerates the development process by reducing reliance on manual data labeling.

Key Features:

Programmatic Data Labeling: Utilizes labeling functions to encode subject matter expertise, allowing for rapid and scalable data annotation.

LLM Fine-Tuning: Facilitates the fine-tuning of large language models (LLMs) for specialized tasks, ensuring models meet specific accuracy requirements and adhere to ethical standards.

Retrieval-Augmented Generation (RAG) Optimization: Enhances the retrieval accuracy of LLMs by grounding responses in business and domain knowledge, utilizing document metadata and optimized chunking. ?

Collaborative Platform: Provides a unified environment for data scientists and subject matter experts to collaborate, iterate on training data, and evaluate models effectively.

Industries Served:

Snorkel AI caters to various sectors, including banking and finance, healthcare, insurance, and the public sector, offering tailored AI solutions to meet industry-specific needs.