datachain — Codex Skill by datachain-ai

by datachain-ai · Codex Skill · ★ 2.7k

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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, versioned dataset with schema and lineage A generated knowledge base () reflects the operational layer as markdown for agents to read before writing code Works with S3, GCS, Azure, and local filesystems. bash pip

ai-agentsclaude-codecodexdata-context-layerdata-memorydata-processingharness-engineeringknowledge-basemlopsmultimodal

Quick Facts

Stars2,745
Forks143
LanguagePython
CategoryCodex Skill
LicenseApache-2.0
Quality Score45.73/100
Open Issues65
Last Updated2026-05-12
Created2024-06-25
Platformsclaude-code, codex, python
Est. Tokens~1083k

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%)

datachain alternative? Top 6 similar tools

Looking for a datachain alternative? If you're comparing datachain with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • superset by superset-sh · ⭐ 10.6k

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  • llm-wiki-agent by SamurAIGPT · ⭐ 2.5k

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  • karpathy-llm-wiki by Astro-Han · ⭐ 814

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  • CodexBar by steipete · ⭐ 12.1k

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Frequently Asked Questions

What is datachain?

datachain is Data Memory: the operational data context layer for AI agents - typed, versioned datasets over images, video, docs and tables. It is categorized as a Codex Skill with 2.7k GitHub stars.

What programming language is datachain written in?

datachain is primarily written in Python. It covers topics such as ai-agents, claude-code, codex.

How do I install or use datachain?

You can find installation instructions and usage details in the datachain GitHub repository at github.com/datachain-ai/datachain. The project has 2.7k stars and 143 forks, indicating an active community.

What license does datachain use?

datachain is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to datachain?

The top alternatives to datachain on Agent Skills Hub include superset, 9router, llm-wiki-agent. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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