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kramstrom committed Jul 26, 2024
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5 changes: 1 addition & 4 deletions 10_integrations/dbt_modal_inference/dbt_modal_inference.py
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# In this example we demonstrate how you could combine [dbt's python models](https://docs.getdbt.com/docs/build/python-models)
# with LLM inference models powered by Modal, allowing you to run serverless gpu workloads within dbt.
#
# ## Overview
#
# This example runs [dbt](https://docs.getdbt.com/docs/introduction) with a [DuckDB](https://duckdb.org)
# backend directly on top of Modal, but could be translated to run on any dbt-compatible
# database that supports python models. Similarly you could make these requests from UDFs
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# for free-text product reviews and aggregate them in subsequent dbt sql models. These product names, descriptions and reviews
# were also generated by an LLM running on Modal!
#
#
# ## Configure Modal and dbt
#
# We set up the environment variables necessary for dbt and
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TARGET_PATH = f"{VOL_PATH}/target"

# We also define the environment our application will run in --
# a container image, as in Docker.
# a container image, similar to Docker.
# See [this guide](https://modal.com/docs/guide/custom-container) for details.

dbt_image = ( # start from a slim Linux image
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