Dagster
FreemiumData orchestrator for building, testing, and monitoring ML and AI pipelines.
Tool Info
Overview
Dagster orchestrates data and ML pipelines with an asset-centric, testable approach.
It provides lineage, scheduling, and observability for AI data workflows.
Growing choice for RAG indexing and model training pipelines.
Features
- Software-defined assets
- Lineage and observability
- Partitioning
- Dagster Cloud
Pricing
Pros
- Excellent testing and observability
- Asset-centric model
- Strong ML support
Best For
When NOT to Use
- Different paradigm than Airflow
- Smaller community than Airflow
Typical Users
Community Insights
Real implementation experiences shared by AI practitioners.
Loading practitioner experiences…
Related Tools
Alternatives
Tags
Related Guides
- ETL
Engineering guide to ETL and ELT — batch pipelines, watermarks, idempotent loads, SCD, orchestration, and production data movement.
- AI System Architecture
Reference architecture for modern enterprise AI systems, bringing together retrieval, knowledge graphs, AI agents, LLM gateways, caching, observability, security, and production deployment.
Stay Updated
Get the latest AI news, tools, and engineering guides delivered to your inbox.
Subscribe to Newsletter