Flyte enables production-grade orchestration for machine learning workflows and data processing created to accelerate local workflows to production.

Flyte

<@U06RKAMK0UC> can tasks access a database?

Yes, tasks in Flyte can access a database. Flyte provides plugins for various databases, such as SQLAlchemy, Snowflake, and Athena, to facilitate database interactions.

Would you like more detail on how to set up and use these plugins?

Sources:
- <https://docs.flyte.org/en/latest/flytesnacks/examples/sql_plugin/sql_alchemy.html|SQLAlchemy - Flyte>
- <https://github.com/flyteorg/flytesnacks/blob/master/examples/snowflake_agent/snowflake_agent/snowflake_agent_example_usage.py|Snowflake Plugin Example>
- <https://github.com/flyteorg/flytesnacks/blob/master/examples/athena_plugin/athena_plugin/athena.py|Athena Plugin Example> :+1: 0 button :-1: 0 button 💡 *Hint:* Mention @runllm in the thread for followups.

Yes, Flyte tasks can access Amazon RDS. You can use the SQLAlchemy plugin to connect to RDS instances. Ensure that the Flyte tasks have the necessary network access and credentials to connect to the RDS instance.

Would you like more detail on configuring this setup?

Sources:
- <https://github.com/flyteorg/flytesnacks/blob/master/docs/getting_started/data_engineering.md|SQLAlchemy Plugin Example> :+1: 0 button :-1: 0 button 💡 *Hint:* Mention @runllm in the thread for followups.