🍻 cheers

Dockerfile

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+# Use the official Python 3.9 image
+FROM python:3.9
+
+# Set the working directory to /code
+WORKDIR /code
+
+# Copy the current directory contents into the container at /code
+COPY ./requirements.txt /code/requirements.txt
+
+# Install requirements.txt 
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# Set up a new user named "user" with user ID 1000
+RUN useradd -m -u 1000 user
+# Switch to the "user" user
+USER user
+# Set home to the user's home directory
+ENV HOME=/home/user \
+	PATH=/home/user/.local/bin:$PATH
+
+# Set the working directory to the user's home directory
+WORKDIR $HOME/app
+
+# Copy the current directory contents into the container at $HOME/app setting the owner to the user
+COPY --chown=user . $HOME/app
+
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]

README.md

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+# Custom Pipeline
+
+This example shows how to serve any model you want by using a custom pipeline.
+
+## Running the Server
+
+Get into this example's directory:
+
+```
+cd examples/custom_pipeline
+```
+
+Run the server:
+
+```
+uvicorn main:app --reload --port 8000
+```
+
+## Client
+
+```python
+from closedai import openai
+
+completion = openai.Completion.create(model='asdf', prompt='hi there, my name is')
+# >>> completion.choices[0].text
+# ', and 0 (test), and 1 (test), and 2 (test), and 3 (test), and 4 (test)'
+```

main.py

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+import time
+
+from closedai import ClosedAIPipeline
+from closedai.server import app, data  # noqa
+
+
+class MyPipeline(ClosedAIPipeline):
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+
+    def generate_completion(self, text, **kwargs):
+        for i in range(5):
+            yield f", and {i} (test)"
+            time.sleep(1)
+
+
+pipeline = MyPipeline()
+data["pipeline"] = pipeline

requirements.txt

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+git+https://github.com/huggingface/transformers@e577bd0f13e1820650810f6864253d70dc76ce08#egg=transformers
+git+https://github.com/nateraw/closedai@main#egg=closedai
+fastapi==0.74.*
+requests==2.27.*
+sentencepiece==0.1.*
+torch==1.11.*
+uvicorn[standard]==0.17.*
+openai
+fire