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Prefect: Prefect is a workflow orchestration framework for building resilient data pipelines in Python. It is listed under Data & Analytics on AI Registry as a free tool.
The tools below are approved listings in the same category, ordered by how closely their tags match Prefect. This is an automatic list. We have not written a researched verdict for Prefect yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
Build, run, and manage data pipelines for integrating and transforming data.
Mage AI is an AI data engineering platform for running production data pipelines. It describes itself as putting pipelines on autopilot: it checks data quality, diagnoses and recovers from failures, and optimizes performance as data grows. Users can describe what they need and have AI create a scheduled pipeline with ...
Turns Data and AI algorithms into production-ready web applications in no time.
Taipy is a Python library and platform for building data and business intelligence web applications, including applications that put machine learning models in front of end users. Developers write the interface in Python, Markdown or HTML without a separate front end stack, and Taipy handles the back end as well, inclu...
Add a real-time analytics node to your operational database.
Spice.ai OSS is an open source SQL query, search and large language model inference engine written in Rust, built for data driven applications and AI agents. It ships as a single portable binary of roughly 140 MB that is deployed alongside an application rather than as a separate hosted service. The runtime exposes fo...
Chat with your data - with memory, rules, and observability built in.
Bag of words is an open source AI analyst that connects a language model of your choice to the data your company already stores, then answers questions and builds reports from it. Rather than a chat box bolted onto a warehouse, it combines structured planning, observations and explicit logic so an analysis can be trace...
A system for agentic LLM-powered data processing and ETL
DocETL is an open source toolkit for building LLM powered pipelines that extract, transform and link knowledge from unstructured documents. It is built by the EPIC Data Lab at UC Berkeley and presents itself as a document ETL platform that turns raw text into structured data. The project is grounded in published resea...
The data primitive for the agent loop.
This platform is an open protocol for persistent, addressable, real time streams, designed as the data layer for AI agent sessions and collaborative multi user, multi agent systems. A stream is identified by a URL, can be appended to and read over plain HTTP, and keeps its history so that a client that drops its connec...