Top 12 Hamilton alternatives

Comparable Data Pipeline AI agents, ranked by popularity. Not sold on Hamilton? These are the closest options worth a look.

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Hamilton

Hamilton is a Python-based micro-orchestration framework designed to define and manage dataflows, such as feature engineering, model pipelines, and LLM workflows. It integrates with common tools like Jupyter, FastAPI, Spark, Ray, and Dask, while enforcing software engineering best practices. It includes a self-hostable UI for lineage tracking, execution telemetry, and cataloging.

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Best Hamilton alternatives

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A
Data Pipeline

Apache NiFi is an open-source data integration tool designed to automate the flow of data between systems. It provides a...

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A
Data Pipeline

Apache Oozie is a workflow scheduler system designed to manage Hadoop jobs. It allows users to define complex workflows ...

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C
Data Pipeline

Couler provides a unified Python-based interface for defining and managing machine learning workflows across multiple wo...

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D
Data Pipeline

Dagster is an open-source data orchestrator designed for building, testing, and running data pipelines. It focuses on de...

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D

DBT

OSS
Data Pipeline

DBT (Data Build Tool) is an open-source tool that enables data analysts and engineers to transform data in their warehou...

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8
F
Data Pipeline

Flyte is a cloud-native workflow automation platform designed for machine learning and data processing. It enables users...

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Data Pipeline

Genie is a job orchestration engine designed to manage and trigger the execution of jobs in Hadoop-based systems. It pro...

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I
Data Pipeline

Instill VDP is an open-source, self-hostable data pipeline tool designed to automate and manage end-to-end data processi...

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I
Data Pipeline

Instructor is an open-source tool that simplifies extracting structured data (e.g., JSON) from large language models (LL...

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K
Data Pipeline

Kedro is an open-source Python framework for creating reproducible, maintainable, and modular data pipelines. It provide...

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