1.OpenDCAI / DataFlow
[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.
- data
- data-cleaning
- data-pipelines
- data-processing
- data-science
- data-synthesis
- +7 more
+120 stars
from 8,313 · score 4.80
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
13 repositories by Attention Score · Oct 28, 2026 – Nov 3, 2026 (UTC)
2.kestra-io / kestra
Orchestrate everything, everywhere. The open-source control plane for workflows across data, infrastructure, business processes and AI agents. Declarative YAML, event-driven, any language, Git-versioned, scalable to millions of executions.
- orchestration
- data-orchestration
- high-availability
- infrastructure-as-code
- automation
- devops
- +14 more
+103 stars
from 30,039 · score 4.64
3.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+65 stars
from 47,290 · score 4.19
4.dagster-io / dagster
An orchestration platform for the development, production, and observation of data assets.
- data-pipelines
- dagster
- workflow
- data-science
- workflow-automation
- python
- +9 more
+24 stars
from 16,341 · score 3.22
5.PrefectHQ / prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
- python
- workflow
- data-engineering
- data-science
- workflow-engine
- prefect
- +8 more
+20 stars
from 24,087 · score 3.04
6.Netflix / metaflow
Build, Manage and Deploy AI/ML Systems
- machine-learning
- model-management
- ai
- ml
- ml-platform
- ml-infrastructure
- +14 more
+18 stars
from 10,320 · score 2.94
7.slothflowlabs / duckle
Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.
- data-engineering
- data-integration
- data-pipeline
- data-quality
- duckdb
- elt
- +14 more
+16 stars
from 1,532 · score 2.83
8.apache / dolphinscheduler
Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code
- workflow-schedule
- azkaban
- airflow
- task-scheduler
- job-scheduler
- cloud-native
- +5 more
+12 stars
from 14,538 · score 2.56
9.bruin-data / bruin
Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows.
- analytics
- bigquery
- data-modeling
- data-pipelines
- python
- snowflake
- +5 more
+9 stars
from 1,790 · score 2.30
10.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
- mlops
- machine-learning
- data-science
- production-ready
- devops-tools
- zenml
- +14 more
+7 stars
from 5,628 · score 2.08
11.apache / hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
- data-science
- python
- dag
- data-engineering
- dataframe
- etl
- +13 more
+4 stars
from 2,618 · score 1.61
12.WeBankFinTech / DataSphereStudio
DataSphereStudio is a one stop data application development& management portal, covering scenarios including data exchange, desensitization/cleansing, analysis/mining, quality measurement, visualization, and task scheduling.
+2 stars
from 3,273 · score 1.10
13.polyaxon / polyaxon
AI Infra / AI Orchestration / AI Control Plane
+1 stars
from 3,746 · score 0.69