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🎉 Begin a project.
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‎.devcontainer/compose.yml

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services:
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python-workspace:
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build:
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context: .
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dockerfile: python3.Dockerfile
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args:
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- USER_NAME=${USER}
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volumes:
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- ../..:/workspaces:cached
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command: sleep infinity
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ollama-service:
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build:
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context: .
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dockerfile: ollama.Dockerfile

‎.devcontainer/devcontainer.json

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{
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"name": "GenAI Sandbox",
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"dockerComposeFile": "compose.yml",
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"service": "python-workspace",
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"workspaceFolder": "/workspaces/${localWorkspaceFolderBasename}",
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"customizations": {
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"vscode": {
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"extensions": [
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"ms-python.python",
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"vallyscode.crayons",
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"ms-azuretools.vscode-docker"
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]
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}
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},
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"features": {
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"git": "latest"
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},
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"remoteEnv": {
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"OLLAMA_HOST": "http://ollama-service:11434"
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},
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"mounts": [
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"source=${localEnv:HOME}${localEnv:USERPROFILE}/.gitconfig,target=/home/vscode/.gitconfig,type=bind,consistency=cached",
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"source=${localEnv:HOME}${localEnv:USERPROFILE}/.ssh,target=/home/${localEnv:USER}/.ssh,type=bind,consistency=cached"
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],
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"remoteUser": "${localEnv:USER}",
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// Run commands after the container is created.
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"postCreateCommand": "git config --global --add safe.directory ${containerWorkspaceFolder} && pip3 install -r requirements.txt"
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}

‎.devcontainer/ollama.Dockerfile

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FROM ollama/ollama:0.4.1
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RUN <<EOF
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/bin/sh -c "\
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/bin/ollama serve & \
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sleep 1 && \
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ollama pull granite3-moe:1b"
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EOF
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ENTRYPOINT ["/bin/ollama"]
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EXPOSE 11434
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CMD ["serve"]

‎.devcontainer/python3.dockerfile

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# Use a minimal base image
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FROM python:3.10-alpine
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LABEL maintainer="@k33g_org"
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ARG USER_NAME=${USER_NAME}
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# Set environment variables
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ENV LANG=en_US.UTF-8
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ENV LANGUAGE=en_US.UTF-8
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ENV LC_COLLATE=C
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ENV LC_CTYPE=en_US.UTF-8
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# Install necessary packages
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RUN apk update && apk add --no-cache \
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bash \
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curl \
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wget \
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git \
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sudo \
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&& rm -rf /var/cache/apk/*
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# Create a new user with sudo privileges
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RUN adduser -D -s /bin/bash ${USER_NAME} \
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&& echo "${USER_NAME} ALL=(ALL) NOPASSWD:ALL" >> /etc/sudoers
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# Switch to user
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USER ${USER_NAME}
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# Set the working directory
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WORKDIR /home/${USER_NAME}
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# Create a virtual environment
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RUN python3 -m venv /home/${USER_NAME}/.venv
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# Add the virtual environment's bin directory to the PATH
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ENV PATH="/home/${USER_NAME}/.venv/bin:$PATH"
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# Add the activation command to the .bashrc file
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RUN echo "source /home/${USER_NAME}/.venv/bin/activate" >> /home/${USER_NAME}/.bashrc
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# Verify the Python environment
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RUN /bin/bash -c "source /home/${USER_NAME}/.venv/bin/activate && python3 --version"
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# Install OhMyBash
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RUN bash -c "$(curl -fsSL https://raw.githubusercontent.com/ohmybash/oh-my-bash/master/tools/install.sh)"

‎.vscode/extensions.json

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{
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"recommendations": [
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"pkief.material-icon-theme",
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"pkief.material-product-icons",
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"aaron-bond.better-comments",
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"equinusocio.vsc-material-theme",
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"vallyscode.crayons"
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]
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}

‎.vscode/settings.json

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{
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"workbench.iconTheme": "material-icon-theme",
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"workbench.colorTheme": "Gitpod Light",
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"editor.fontSize": 16,
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"terminal.integrated.fontSize": 16,
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"editor.insertSpaces": true,
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"editor.tabSize": 4,
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"editor.detectIndentation": true,
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"files.autoSave": "afterDelay",
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"files.autoSaveDelay": 1000,
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"editor.fontFamily": "Menlo",
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"[markdown]": {
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"editor.unicodeHighlight.ambiguousCharacters": false,
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"editor.unicodeHighlight.invisibleCharacters": false,
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"diffEditor.ignoreTrimWhitespace": false,
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"editor.fontWeight": "normal",
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"editor.fontFamily": "'Droid Sans Mono', 'monospace', monospace",
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"editor.fontSize": 16,
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"editor.wordWrap": "on",
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"editor.quickSuggestions": {
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"comments": "off",
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"strings": "off",
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"other": "off"
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}
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},
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"[dockerfile]": {
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"editor.fontSize": 16,
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},
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"[dockercompose]": {
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"editor.fontSize": 16,
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},
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"[python]": {
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"editor.fontSize": 16,
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},
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"[json]": {
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"editor.fontSize": 16,
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},
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"[yaml]": {
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"editor.fontSize": 16,
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},
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"python.defaultInterpreterPath": "~/.venv/bin/python"
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}

‎01-first-contact/README.md

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# First Contact
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Start the program by running the following command:
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```bash
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python3 main.py
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```
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Then try various questions:
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```
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Who is James T. Kirk?
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Who is Spock?
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Who is Jean-Luc Picard?
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```
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‎01-first-contact/main.py

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import os
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from ollama import Client
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OLLAMA_HOST = os.getenv('OLLAMA_HOST')
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ollama_client = Client(host=OLLAMA_HOST)
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instructions = """You are an expert of the StarTrek universe.
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Make only short answers. Speak like a Vulcan
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"""
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while True:
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user_input = input("🤖 (type 'bye' to exit):> ")
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if user_input.lower() == "bye":
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print("👋 Goodbye!")
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break
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else:
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stream = ollama_client.chat(
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model='granite3-moe:1b',
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messages=[
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{'role': 'system', 'content': instructions},
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{'role': 'user', 'content': user_input},
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],
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options={"temperature":0.5},
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stream=True,
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)
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for chunk in stream:
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print(chunk['message']['content'], end='', flush=True)
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print("\n")

‎02-more-context/README.md

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# More context
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Start the program by running the following command:
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```bash
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python3 main.py
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```
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Then try various questions:
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```
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Who is the best friend of James T. Kirk?
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What are the enemies of James Kirk?
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```

‎02-more-context/main.py

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import os
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from ollama import Client
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OLLAMA_HOST = os.getenv('OLLAMA_HOST')
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ollama_client = Client(host=OLLAMA_HOST)
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instructions = """You are an expert of the StarTrek universe.
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Make only short answers. Speak like a Vulcan
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"""
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context="""
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James Tiberius Kirk is a fictional character in the Star Trek media franchise.
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Kirk was first played by William Shatner as the captain of the USS Enterprise in the Star Trek: The Original Series.
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The best friends of James T. Kirk are:
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- Spock: The Vulcan science officer of the USS Enterprise.
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- Leonard McCoy: The ship's chief medical officer.
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Here are some of main adversaries/enemies of James T. Kirk:
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- Klingons: The warrior race was often at odds with the Federation and Kirk personally.
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- Khan Noonien Singh: A genetically engineered superhuman and Kirk's most famous nemesis.
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- Romulans: Another major alien race often in conflict with the Federation.
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"""
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while True:
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user_input = input("🤖 (type 'bye' to exit):> ")
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if user_input.lower() == "bye":
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print("👋 Goodbye!")
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break
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else:
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stream = ollama_client.chat(
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model='granite3-moe:1b',
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messages=[
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{'role': 'system', 'content': instructions},
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{'role': 'system', 'content': context},
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{'role': 'user', 'content': user_input},
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],
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options={"temperature":0.5},
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stream=True,
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)
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for chunk in stream:
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print(chunk['message']['content'], end='', flush=True)
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print("\n")

‎README.md

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# learn-ollama-api-with-python
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# Learn Ollama API with Python
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Experiments with [granite3-moe:1b](https://ollama.com/library/granite3-moe:1b)
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This is a devcontainer project for learning Ollama API with Python.

‎git.sh

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#!/bin/bash
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message=""
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case $1 in
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# 🎨: art
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art)
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message="Improve structure / format of the code"
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emoji="🎨"
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;;
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# 🐛: bug
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bug|fix)
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message="Fix a bug"
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emoji="🐛"
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;;
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# ✨: sparkles
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sparkles|feature)
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message="Introduce new feature(s)"
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emoji="✨"
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;;
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# 📝: memo
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memo|doc|documentation)
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message="Add or update documentation"
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emoji="📝"
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;;
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# 🌸: cherry_blossom
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gardening|garden|clean|cleaning)
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message="Gardening"
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emoji="🌸"
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;;
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# 🚀: rocket
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rocket|deploy)
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message="Deploy stuff"
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emoji="🚀"
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;;
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# 🎉: tada
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tada|first)
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message="Begin a project"
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emoji="🎉"
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;;
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# 🚧: construction
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construction|wip)
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message="Work in progress"
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emoji="🚧"
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;;
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# 📦️: package
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package|build)
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message="Add or update compiled files or packages"
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emoji="📦️"
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;;
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# 📦️: package
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release)
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message="Create a release"
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emoji="📦️"
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;;
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# 👽️: alien
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alien|api)
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message="Update code due to external API changes"
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emoji="👽️"
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;;
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# 🐳: whale
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docker|container)
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message="Docker"
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emoji="🐳"
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;;
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# 🍊: tangerine
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gitpod|gitpodify)
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message="Gitpodify"
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emoji="🍊"
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;;
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# 🧪: test tube
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alembic|experiments|experiment|xp)
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message="Perform experiments"
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emoji="🧪"
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;;
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# 💾: floppy-disk
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save)
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message="Saved"
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emoji="💾"
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;;
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*)
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message="Updated"
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emoji="🛟"
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;;
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esac
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find . -name '.DS_Store' -type f -delete
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if [ -z "$2" ]
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then
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# empty
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git add .; git commit -m "$emoji $message."; git push
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else
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# not empty
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git add .; git commit -m "$emoji $message: $2"; git push
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fi

‎requirements.txt

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ollama

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