# OpenAI

> Integrate OpenAI calls into Dagster pipelines without breaking the bank.

Source: https://dagster.io/integrations/dagster-openai
Category: Other

## About dagster-openai

The `dagster-openai` library allows you to easily interact with the OpenAI REST API via the OpenAI Python API to build AI steps into your Dagster pipelines. You can also log OpenAI API usage metadata in Dagster Insights, giving you detailed observability on API call credit consumption.

When paired with Dagster's Software-defined Assets, the resource automatically logs OpenAI usage metadata in asset metadata.

## Installation

```bash
pip install dagster dagster-openai
```

## Example

```python
from dagster_openai import OpenAIResource

from dagster import (
    AssetExecutionContext,
    Definitions,
    EnvVar,
    asset,
    define_asset_job,
)


@asset(compute_kind="OpenAI")
def openai_asset(context: AssetExecutionContext, openai: OpenAIResource):
    with openai.get_client(context) as client:
        client.chat.completions.create(
            model="gpt-3.5-turbo",
            messages=[{"role": "user", "content": "Say this is a test."}],
        )


openai_asset_job = define_asset_job(name="openai_asset_job", selection="openai_asset")

defs = Definitions(
    assets=[openai_asset],
    jobs=[openai_asset_job],
    resources={
        "openai": OpenAIResource(api_key=EnvVar("OPENAI_API_KEY")),
    },
)
```

## About OpenAI

OpenAI is a U.S. based artificial intelligence (AI) research organization with the goal of developing "safe and beneficial" artificial general intelligence, which it defines as "highly autonomous systems that outperform humans at most economically valuable work".