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pathway

pathwaycom / pathway

Star 62k

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

python rust streaming real-time kafka etl machine-learning-algorithms stream-processing data-analytics dataflow data-processing data-pipelines batch-processing pathway iot-analytics etl-framework time-series-analysis
  • Updated Nov 12, 2026
  • Python
airflow

apache / airflow

Star 47.5k

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

python workflow data-science machine-learning airflow automation etl workflow-engine scheduler apache orchestration data-engineering data-integration elt data-pipelines dag apache-airflow mlops workflow-orchestration data-orchestrator
  • Updated Nov 12, 2026
  • Python
kestra

kestra-io / kestra

Star 30.2k

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.

java workflow devops automation pipeline etl scheduler orchestration data-engineering infrastructure-as-code high-availability control-plane hacktoberfest low-code ai-agents pipeline-as-code infra-ops infra-automation data-orchestration data-orchestrator
  • Updated Nov 12, 2026
  • Java
vector

vectordotdev / vector

Star 22.9k

A high-performance observability data pipeline.

agent events monitoring etl metrics high-performance telemetry logs data-transformation pipelines datadog stream-processing rust-lang cloud-native forwarder hacktoberfest observability traces
  • Updated Nov 12, 2026
  • Rust

airbytehq / airbyte

Star 22.4k

Open-source data movement for ELT pipelines and AI agents β€” from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

mysql python java bigquery data pipeline etl postgresql s3 snowflake self-hosted data-engineering data-analysis mssql data-integration data-collection redshift elt data-pipeline change-data-capture
  • Updated Nov 12, 2026
  • Python

dagster-io / dagster

Star 16.4k

An orchestration platform for the development, production, and observation of data assets.

python metadata workflow data-science etl analytics scheduler orchestration data-engineering data-integration data-pipelines workflow-automation mlops dagster data-orchestrator
  • Updated Nov 10, 2026
  • Python

cocoindex-io / cocoindex

Star 11.9k

Incremental engine for long horizon agents 🌟 Star if you like it!

python rust real-time ai etl indexing data-engineering knowledge-graph help-wanted data-processing semantic-search change-data-capture ai-agents data-indexing rag llm context-engineering codebase-intelligence agentic-data-framework long-horizon-agent
  • Updated Nov 11, 2026
  • Rust

mage-ai / mage-ai

Star 8.8k

πŸ§™ Build, run, and manage data pipelines for integrating and transforming data.

python data-science data machine-learning sql spark pipeline etl pipelines orchestration artificial-intelligence data-engineering data-integration dbt elt transformation data-pipelines reverse-etl
  • Updated Oct 23, 2026
  • Python
connect

redpanda-data / connect

Star 8.8k

Fancy stream processing made operationally mundane

go golang kafka cqrs etl rabbitmq amqp logs message-bus event-sourcing nats stream-processing message-queue data-engineering streaming-data stream-processor data-ops
  • Updated Nov 12, 2026
  • Go
steampipe

turbot / steampipe

Star 8k

Zero-ETL, infinite possibilities. Live query APIs, code & more with SQL. No DB required.

kubernetes golang aws security devops cis cloud etl azure sqlite terraform postgresql gcp hacktoberfest devsecops cspm steampipe postgresql-fdw cnapp zero-etl
  • Updated Nov 12, 2026
  • Go

cloudquery / cloudquery

Star 6.6k

Data pipelines for cloud config and security data. Build cloud asset inventory, CSPM, FinOps, and vulnerability management solutions. Extract from AWS, Azure, GCP, and 70+ cloud and SaaS sources.

go kubernetes github-api bigquery aws data google sql etl azure gcp data-engineering data-analysis data-integration data-collection elt etl-framework cspm airbyte attack-surface-management
  • Updated Nov 11, 2026
  • Go

apache / flink-cdc

Star 6.5k

Flink CDC is a streaming data integration tool

mysql real-time kafka etl postgresql distributed batch data-integration schema-evolution elt flink cdc data-pipeline change-data-capture paimon
  • Updated Nov 12, 2026
  • Java
Daft

Eventual-Inc / Daft

Star 5.8k

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

python rust distributed-systems machine-learning big-data etl arrow distributed-computing distributed embeddings artificial-intelligence data-engineering parquet ray iceberg multimodal ai-pipeline huggingface ai-engineering
  • Updated Nov 9, 2026
  • Rust
rudder-server

rudderlabs / rudder-server

Star 4.5k

Privacy and Security focused Segment-alternative, in Golang and React

bigquery privacy etl snowflake data-warehouse data-engineering data-integration redshift elt cdp warehouse-management data-synchronization data-pipeline customer-data event-streaming customer-data-platform segment-alternative customer-data-pipeline customer-data-lake warehouse-native
  • Updated Nov 12, 2026
  • Go

ucbepic / docetl

Star 4.2k

A system for agentic LLM-powered data processing and ETL

python workflow data etl semantic-data elt data-pipelines agents document-analysis document-processing unstructured-data unstructured-data-analysis llm
  • Updated Nov 9, 2026
  • Python

orchest / orchest

Star 4.1k

Build data pipelines, the easy way πŸ› οΈ

python docker kubernetes data-science machine-learning airflow cloud deployment jupyter etl ide pipelines self-hosted jupyterlab notebooks data-pipelines dag etl-pipeline orchest
  • Updated Jun 6, 2023
  • TypeScript
neosync

nucleuscloud / neosync

Star 4.1k

Open Source Data Security Platform for Developers to Monitor and Detect PII, Anonymize Production Data and Sync it across environments.

mysql testing docker kubernetes golang open-source typescript etl reactjs nextjs postgresql faker self-hosted orchestration test-data-generator synthetic-data fine-tuning benthos synthetic-data-generation
  • Updated Aug 30, 2025
  • Go
aws-sdk-pandas

aws / aws-sdk-pandas

Star 4.1k

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

mysql python emr aws data-science lambda aws-lambda athena etl pandas data-engineering redshift ray apache-parquet amazon-athena apache-arrow aws-glue modin glue-catalog amazon-sagemaker-notebook
  • Updated Nov 8, 2026
  • Python

Netflix / maestro

Star 3.9k

Maestro: Netflix’s Workflow Orchestrator

java workflow data-science machine-learning automation etl analytics workflow-engine scheduler orchestration data-engineering elt data-pipelines batch-processing dag mlops data-ops workflow-orchestration data-orchestrator agentic-workflow
  • Updated Nov 6, 2026
  • Java

xyflow / awesome-node-based-uis

Sponsor
Star 3.7k

A curated list with resources about node-based UIs

etl awesome-list visual-programming workflow-editor node-based-ui
  • Updated Jun 29, 2025

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