Resources to Build
AI/ML Products
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ebook
The
GenAI Cookbook
Resources
Reference Implementations
Explore these open-source reference implementations to find guidance or inspiration for deploying your own AI/ML applications.
Registry
![](https://www.astronomer.io/images/ai/Group 427.png)
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
![](https://www.astronomer.io/images/ai/Group 428.png)
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
![](https://www.astronomer.io/images/ai/Group 429.png)
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