
DataChain is a data state layer that sits on top of object storage (S3, GCS, Azure). It provides versioned datasets and automatic lineage tracking, creating a shared operational memory for humans and AI agents. DataChain enables users to connect to their existing object storage, transform data with Python, and save it as a queryable dataset with full context. It eliminates repetitive work, reduces tribal knowledge silos, and allows agents to operate on shared, versioned data. DataChain offers an open-source SDK and a Studio version for team collaboration and scaling.
DataChain is a data state layer that sits on top of object storage (S3, GCS, Azure).
Explore all tools that specialize in create versioned datasets from object storage. This domain focus ensures DataChain delivers optimized results for this specific requirement.
Explore all tools that specialize in apply transformations using the python sdk. This domain focus ensures DataChain delivers optimized results for this specific requirement.
Explore all tools that specialize in automatically track data lineage and dependencies. This domain focus ensures DataChain delivers optimized results for this specific requirement.
DataChain automatically versions datasets upon each save operation, creating a persistent record of all changes.
DataChain tracks the lineage of each dataset, showing the transformations and data sources that contributed to it.
DataChain captures and stores metadata about datasets, including file sizes, data types, and custom annotations.
DataChain provides a Python SDK for interacting with object storage and performing data transformations.
DataChain Studio allows users to run data transformations on a distributed cloud compute cluster.
DataChain Studio provides features for team collaboration, including access control, dataset sharing, and annotation tools.
DataChain allows users to query versioned datasets directly, enabling efficient data analysis and exploration.
pip install datachain
Connect to S3, GCS, or Azure bucket
Use Python SDK to transform and save data
Query and access versioned datasets
All Set
Ready to go
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