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Add the initial docker file #51
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Initial commit of dockerfile
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# Overview | ||
In this folder, we create the different dockerfiles for using pykoi. | ||
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1. `pykoi-cpu`: The base image for the cpu-based usage. | ||
2. `pykoi-cpu-custom`: When you run this docker image, try to modify the `app.py` and mount it when running the docker container. | ||
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To run a docker container, we can use the following command: | ||
```bash | ||
docker run -dp 5000:5000 -v $(pwd)/app.py:/app/app.py \ | ||
--name alex_test \ | ||
pykoi/pykoi-cpu:app | ||
``` | ||
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Note that we need to keep the exposed port as 5000 (default value) to make the server work. |
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FROM pykoi/pykoi-cpu:base | ||
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# set the working directory in the container | ||
WORKDIR /app | ||
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# copy the content | ||
COPY . /app | ||
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# Expose the port on which the app will be running | ||
EXPOSE 5000 | ||
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# For dev | ||
CMD ["python", "app.py"] |
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"""Demo for the chatbot application using OpenAI endpoint.""" | ||
import pykoi | ||
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########################################################## | ||
# Creating an OpenAI model (requires an OpenAI API key) # | ||
########################################################## | ||
# enter openai api key here | ||
api_key = "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" | ||
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# Creating an OpenAI model | ||
model = pykoi.ModelFactory.create_model( | ||
model_source="openai", | ||
api_key=api_key) | ||
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##################################### | ||
# Creating a chatbot with the model # | ||
##################################### | ||
database = pykoi.QuestionAnswerDatabase(debug=True) | ||
chatbot = pykoi.Chatbot(model=model, feedback="vote") | ||
# chatbot = pykoi.Chatbot(model=model, feedback="rank") | ||
dashboard = pykoi.Dashboard(database=database) | ||
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########################################################### | ||
# Starting the application and add chatbot as a component # | ||
########################################################### | ||
# Create the application | ||
# app = pykoi.Application(debug=False, share=True) | ||
app = pykoi.Application( | ||
debug=False, | ||
share=True) | ||
app.add_component(chatbot) | ||
app.add_component(dashboard) | ||
app.run() |
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FROM python:3.10 | ||
LABEL maintainer="Pykio Team" | ||
LABEL repository="Pykoi" | ||
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ENV DEBIAN_FRONTEND=noninteractive | ||
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RUN apt update && \ | ||
apt install -y bash \ | ||
build-essential \ | ||
git \ | ||
git-lfs \ | ||
curl \ | ||
ca-certificates \ | ||
libsndfile1-dev | ||
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# make sure to use venv | ||
RUN python -m venv /opt/venv | ||
ENV PATH="/opt/venv/bin:$PATH" | ||
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# pre-install the heavy dependencies (these can later be overridden by the deps from setup.py) | ||
# follow the instructions here: https://cloud.google.com/tpu/docs/run-in-container#train_a_jax_model_in_a_docker_container | ||
RUN python -m pip install --no-cache-dir --upgrade pip && \ | ||
python -m pip install --upgrade --no-cache-dir \ | ||
pykoi | ||
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CMD ["/bin/bash"] | ||
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FROM python:3.10 | ||
LABEL maintainer="Pykio Team" | ||
LABEL repository="Pykoi" | ||
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ENV DEBIAN_FRONTEND=noninteractive | ||
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RUN apt update && \ | ||
apt install -y bash \ | ||
build-essential \ | ||
git \ | ||
git-lfs \ | ||
curl \ | ||
ca-certificates \ | ||
libsndfile1-dev \ | ||
libgl1 | ||
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# make sure to use venv | ||
RUN python3 -m venv /opt/venv | ||
ENV PATH="/opt/venv/bin:$PATH" | ||
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# pre-install the heavy dependencies (these can later be overridden by the deps from setup.py) | ||
RUN python3 -m pip install --no-cache-dir --upgrade pip && \ | ||
python3 -m pip install --no-cache-dir \ | ||
torch \ | ||
torchvision \ | ||
torchaudio && \ | ||
python3 -m pip install --no-cache-dir \ | ||
pykoi | ||
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CMD ["/bin/bash"] | ||
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nit: considering that we have not push the docker images into the docker hub, we can add below steps regarding how your build docker images.
docker/pykoi-cpu/Dockerfile
into docker image"weialexchen/pykoi-cpu:base"
docker/pykoi-cpu-custom/Dockerfile
into docker imageweialexchen/pykoi-cpu:app
nit: change we change
weialexchen
topykoi
, so we can push them into dockerhub easily later.There was a problem hiding this comment.
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Sure, please create a pykoi docker account then.
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dm you with the dockerhub account and access token for dockerhub push