DataChain is an open-source data management tool developed by Iterative, designed for handling unstructured data at scale. It connects unstructured data in cloud storage with AI models and APIs, enabling instant data insights and a Pythonic stack for easy data wrangling. The tool ensures dataset versioning for traceability and reproducibility, simplifying collaboration among data teams. Users can analyze data where it lives, applying AI filters to curate training datasets and reproduce AI pipeline results. DataChain supports various cloud environments and integrates seamlessly with popular cloud storage solutions like S3, GCP, and Azure. It's tailored for both individuals and large enterprises, offering free access to its core features, ensuring quality and integrity in AI-driven projects.
• instant data insights
• connect unstructured data with ai models
• integration with various cloud platforms
• support for large-scale datasets
• curate data using intelligent ai filters
• analyze data without moving it
• dataset versioning for reproducibility
• python-based data wrangling
• Connect to Data Storage
• Read Annotations
• Persist and Version Datasets
• Create Metadata from AI Models
• Development Environment
• CLI
• Web UI
• Cloud Support
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