1 Open Source Alternatives to Snorkel AI

A list of 1 carefully selected open-source alternatives to Snorkel AI.

Adrian
Created by
Adrian
Mar 9, 2025Updated2 min read

The open-source alternatives are ranked based on our custom ranking system and score. This system takes into account various factors to determine the best alternatives.

If you’re looking for alternative features or workflows, here is a prepared detailed list of Snorkel AI open-source alternatives — each with its own distinctive strengths and key features.

#1
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refinery

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Refinery is an open-source tool built for data scientists looking to scale, assess, and maintain natural language training data with confidence. It transforms the management of training data into a software artifact process, ensuring reliable and reproducible AI workflows.

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Key Features

  • Open-source and fully customizable
  • Data-centric RAG pipeline for improved accuracy
  • Treats training data as a versioned software artifact
  • Seamless API integration and ease-of-use
  • Supports both rapid prototyping and enterprise scalability

Refinery leverages a data-centric RAG approach to model and integrate your internal data, making any large language model more reliable and accurate. Designed for both prototyping and scalable enterprise solutions, it streamlines the management of training data while offering seamless API integration. Trusted by developers across industries, Refinery enables teams to deploy controlled, high-quality AI applications with ease.

Price comparison of Snorkel AI open-source alternatives

ToolTier 1Details
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refinery
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Starter Package
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* Pricing shown is based on publicly available information and may not reflect current rates. Visit each tool's website for detailed pricing information and additional tiers.

About Snorkel AI

Snorkel AI is the pioneer in data-centric artificial intelligence (AI) platforms, revolutionizing the way organizations utilize and transform data into accurate and adaptive AI applications. Powered by cutting-edge techniques in programmatic data labeling and weak supervision, Snorkel AI offers a comprehensive suite of products and services. One of their flagship products, Snorkel Flow, allows users to programmatically label, train, and deploy AI models, enabling rapid iteration and improvement. With Snorkel GenFlow, users can fine-tune large language models, while Snorkel Foundry provides data curation and pre-training for these models. Snorkel AI's platform, GenAI, ensures efficiency, scalability, and repeatability in fine-tuning foundation models and large language models for production applications. Organizations across industries benefit from Snorkel AI's enterprise-level interoperability, security, and expertise. From banking and healthcare to government, insurance, and telecom, Snorkel AI's AI solutions help personalize customer interactions, speed clinical trials, detect fraud, assess network health, and much more. Experience the power of Snorkel AI with a 7-minute intro to Snorkel Flow, showcasing how it accelerates AI development by 10-100x. Discover how Snorkel AI is shaping the future of AI applications and transforming industries.
This comparison data was compiled with AI assistance.
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Snorkel AI

The first data-centric artificial intelligence (AI) platform powered by state-of-the-art techniques in programmatic data labeling and weak supervision. Turning data into accurate and adaptive AI applications--fast.

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