GenAI Pipeline for Content Generation with Apache Airflow

GenAI Pipeline for Content Generation with Apache Airflow

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agenda

3 of 17

3 of 17

agenda

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GenAI Pipeline for Content Generation with Apache Airflow

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  1. 1 intro
  2. 2 preamble
  3. 3 agenda
  4. 4 airflow
  5. 5 challenges when creating genai pipelines
  6. 6 key airflow features for genai
  7. 7 taskflow api - airflow decorators
  8. 8 automatic retries in airflow
  9. 9 branching in airflow
  10. 10 deferrable operators
  11. 11 dataset scheduling
  12. 12 datasets in the airflow 2.9 ui
  13. 13 advanced dataset scheduling
  14. 14 dynamic task mapping
  15. 15 demo repo: content generation
  16. 16 astro
  17. 17 take home message

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