datachain

About datachain

DataChain - Data Context Layer for Object Storage DataChain is a data context layer for object storage. It gives AI agents and pipelines a typed, versioned, queryable view of your files - what exists, what schema it has, what's already been computed - without copying data or loading it into memory. Metadata queries across 100M+ files execute in milliseconds against a backend database Pipelines checkpoint - re-running the same script resumes compute without duplicating expensive LLM-call or ML scoring makes re-runs incremental — only new or changed files are processed Every registers a named,...

Quick Facts

Compatible Skills

These tools work well together with datachain for enhanced workflows:

• nexent — semantic(0.23)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
• dlt — semantic(0.47)+complementary+same_lang+similar_pop+shared_platform (62%)
• hive — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
• DataDesigner — semantic(0.44)+complementary+same_lang+similar_pop+shared_platform (60%)
• datagouv-mcp — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (59%)

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Frequently Asked Questions