DataChain

A dataset is the unit of work: a named, versioned result of a pipeline step like pets_embeddings@1.0.0. Every .save() registers one.

DataChain’s API is built on core ideas centered around the Dataset DB and Datasets, with deeper topics available for exploration.

Claude Code, Cursor, and Codex are harnesses for code: they give the LLM repo context, dedicated tools, and persistent memory across sessions. The code side compounds because of this; the data side re

Runnable notebooks covering end-to-end workflows.

Explore DataChain news, technical tutorials, and expert perspectives on multimodal data, AI workflows, data engineering, and production machine learning.

Introducing DataChain - a new open-source tool to curate and process unstructured data using local ML models, and LLM calls.

The page describes DataChain’s approach to managing unstructured data and metadata.

The page presents test results comparing structured outputs from Google Gemini Pro, Anthropic Claude, and OpenAI GPT, evaluated using DataChain.

The page introduces the DataChain team and their contributions to DVC, database systems, and product development.

DataChain's responsible disclosure policy and bug bounty program: reporting guidelines, scope, and rewards.

The page discusses working with images, video, audio, PDFs, and embeddings in cloud storage using DataChain.

Discover DataChain products and services. DataChain builds a suite of tools for data preprocessing and management, experiment tracking, ML models versioning, and pipeline automation.

DataChain’s products are used by thousands of organizations. The page outlines security and privacy policies.

GitHubRepository owner

Iterative’s open-source **DataChain** tool for AI-driven data processing has quickly gained developer adoption, exceeding **600 GitHub stars** within its first month of release. The platform targets streamlined data workflows for AI applications. Developers highlight its ease of integration and performance in handling large datasets.

Sep 2024GlobeNewswireNews article

DataPhoenix releases **DataChain**, a Python library for processing and curating unstructured data at scale. The tool integrates cloud systems and AI-driven workflows to streamline data management for multimodal generative AI applications. It includes embedded databases and optimized performance for large-scale deployment.

Jul 2024Data PhoenixNews article

Iterative introduces **DataChain**, an open-source tool for processing and evaluating unstructured data using AI models. The platform aims to streamline workflows for AI engineers by assessing data quality, building on the company’s existing MLOps open-source projects. Iterative, based in San Francisco, specializes in optimizing AI development processes.

Jul 2024BigDATAwireNews article