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17 changes: 17 additions & 0 deletions modules/src/openai/item.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,17 @@
apiVersion: v1
categories:
- general
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general is only the kind, not a category. Try looking for appropriate categories from the hub filter menu.

description: OpenAI application runtime based on fastapi
example: openai_example.ipynb
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Suggested change
example: openai_example.ipynb
example: openai.ipynb

generationDate: 2025-11-11:12-25
hidden: false
labels:
author: Iguazio
mlrunVersion: 1.10.0
name: openai
spec:
filename: openai_app.py
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Suggested change
filename: openai_app.py
filename: openai.py

image: mlrun/mlrun
kind: general
requirements:
version: 1.0.0
39 changes: 39 additions & 0 deletions modules/src/openai/openai_app.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,39 @@

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Stay consistent with the name of the module, rename this file to openai.py


BASE64 = "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CMD = r'''
set -e
python - <<'PY'
import os, base64, pathlib
code = os.environ["BASE64"]
pathlib.Path("/opt/app").mkdir(parents=True, exist_ok=True)
with open("/opt/app/openai.py","wb") as f:
f.write(base64.b64decode(code))
print("Wrote /opt/app/openai.py")
PY

exec gunicorn openai:app \
--chdir /opt/app \
--bind 0.0.0.0:8000 \
--worker-class uvicorn.workers.UvicornWorker \
--log-level info
'''.strip()
class OpenAIModule:
def __init__(self,project):
self.project = project
self.fastapi_app = self.project.set_function(name="openai",kind="application",image="python:3.11")
self.fastapi_app.with_requirements([
"fastapi>=0.110,<1.0",
"uvicorn[standard]>=0.29,<1.0",
"gunicorn>=21.2,<22.0",
"requests>=2.31,<3.0",
])
self.fastapi_app.set_env("BASE64",BASE64)
self.fastapi_app.set_internal_application_port(8000)
self.fastapi_app.spec.command = "/bin/sh"
self.fastapi_app.spec.args = ["-c", CMD]





4 changes: 4 additions & 0 deletions modules/src/openai/requirements.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,4 @@
fastapi>=0.110,<1.0
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The requirements.txt file is used to configure dependencies for unit test. Since there is no unit test, this file is not needed.
The module’s dependencies are specified in the item.yaml, but based on the code, it seems the user doesn’t actually need to have them installed, is that correct? If so, there’s no need to specify them at all.

uvicorn[standard]>=0.29,<1.0
gunicorn>=21.2,<22.0
requests>=2.31,<3.0