Operationalize and Scale
AI and ML Initiatives with Astro
Accelerate operational AI with a workflow management platform that has the breadth of integrations and scalable compute power essential for delivering next-gen applications.
Build an elastic data foundation for faster development of production-ready AI and ML applications
Astro supports hand-in-hand collaboration between data engineering, data science, and machine learning teams across everything from traditional data pipelines to building AI applications.
Unify development practices
Benefit from a unified AI development environment, offering a consistent framework to streamline the path from prototype to production-ready AI.
Powerful compute capacity
Astro leads the managed-Airflow market with unmatched compute power, enabling scalable AI workloads and efficient, cost-effective operations.
Trusted AI with lineage
Gain clear visibility and transparency in data origins and transformations, enhancing the reliability of AI models and compliance readiness.
Seamless AI integrations
Validated integration with top providers simplifies AI development, allowing teams to focus on creating impactful models and applications without the challenges of interoperability.
Steven Hillion, Astronomer’s SVP of Data and AI, talks about how successful machine learning and AI initiatives come down to repeatable and reliable data processing.
Connect to the most widely-used LLM services and vector databases
Apache Airflow®, combined with a comprehensive list of integrations, offers limitless extensibility and interoperability, enabling unified automation across systems through the power of open-source development.
Astro + OpenAI Easily generate embeddings for data, a foundational step in natural language processing (NLP) with LLM-powered applications. 
Astro + OpenSearch Build solutions for distributed search applications with a flexible, scalable, and open-source framework. 
Astro + Cohere Leverage enterprise-focused LLMs to easily create NLP applications using your data. 
Astro + Weaviate Process high-dimensional vector embeddings using an open-source vector database that offers a rich set of features, exceptional scalability, and reliability. 
Astro + Pinecone Experience a highly customizable vector-based search with an easily scalable, developer-friendly and fully-managed vector database. 
Astro + pgvector Unlock powerful functionalities for working with vectors in a high-dimensional space with this open-source extension for your PostgreSQL database. 
Accelerate your AI workflow development
Discover available modules designed for easy integration with your favorite next generation AI tools.
Certified DAG Use OpenAI LLMs to Embed and Visualize Results
This DAG shows how to use the OpenAI Airflow provider to interact with the OpenAI API.
Airflow Community
Certified DAG Generate Vectors with the Airflow Weaviate Provider
This DAG runs a simple MLOps pipeline to import data, generate vectors, and query the vectors.
Airflow Community
Certified DAG Query Vectors with Pinecone and Airflow
This DAG uses the Pinecone Airflow Provider to import data, generate vectors, then query based on user-provided inputs.
Airflow Community
The world of LLMs is moving fast, so it's important that developers build on flexible platforms that can adapt. Using Apache Airflow® and Weaviate together provides a flexible, open source foundation for building and scaling AI applications.
Bob van Luijt
CEO & Co-Founder, Weaviate
With Astro by Astronomer, we’ve not only streamlined our MLOps but also future-proofed our data operations for unprecedented scale and reliability. Its user-friendly interface, combined with its cost-effectiveness, positions us at the forefront of innovation.
Andrew Ward
VP, Product and Data, Laurel
The ease of configuration adjustments on Astronomer meant that even if there were potential missteps or heavy reliance on workers, the team could swiftly react and rectify. This confidence in our operations led to a shift in how we’re using Airflow today and allowing us to explore new cases.
Juan Honorato
Chief Technology Officer, Anastasia AI
