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‎.dockerignore‎

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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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# C extensions
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*.so
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# Distribution / packaging
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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pip-wheel-metadata/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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# Translations
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*.mo
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*.pot
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# Django stuff:
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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instance/
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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# Sphinx documentation
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docs/_build/
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# PyBuilder
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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.python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow
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__pypackages__/
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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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.venv
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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# Spyder project settings
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.spyderproject
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.spyproject
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# Rope project settings
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.ropeproject
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# mkdocs documentation
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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# Pyre type checker
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.pyre/
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# VSCode configuration
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.vscode
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# Chat function config
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config.json
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# README
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README.md
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# GitHub
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.github
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# Data folder
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data/
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# Test reports
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reports/
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# Synthetic data conversations
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src/agents/utils/example_inputs/
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src/agents/utils/synthetic_conversations/
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src/agents/utils/synthetic_conversation_generation.py
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src/agents/utils/testbench_prompts.py
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src/agents/utils/langgraph_viz.py
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# development agents
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src/agents/student_agent/

‎.env.example‎

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OPENAI_API_KEY=test
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OPENAI_MODEL=test
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# for use of googleai
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GOOGLE_AI_API_KEY=test
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GOOGLE_AI_MODEL=test
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# for use of azureopenai
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AZURE_OPENAI_API_KEY=test
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AZURE_OPENAI_ENDPOINT=test
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AZURE_OPENAI_API_VERSION=test
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AZURE_OPENAI_CHAT_DEPLOYMENT_NAME=test
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AZURE_OPENAI_EMBEDDING_3072_DEPLOYMENT=test
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AZURE_OPENAI_EMBEDDING_1536_DEPLOYMENT=test
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AZURE_OPENAI_EMBEDDING_3072_MODEL=test
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AZURE_OPENAI_EMBEDDING_1536_MODEL=test
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# used for langsmith for monitoring the requests sent to Azureopenai cloud service;
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LANGCHAIN_TRACING_V2=true
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LANGCHAIN_ENDPOINT="https://api.smith.langchain.com"
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LANGCHAIN_API_KEY=""
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LANGCHAIN_PROJECT="project"

‎.github/workflows/dev.yml‎

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name: Dev deployment of chatbot lambda function
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on:
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push:
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branches: [dev]
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workflow_dispatch:
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jobs:
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test:
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name: Dev deployment of chatbot lambda function
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runs-on: ubuntu-latest
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strategy:
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fail-fast: false
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matrix:
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python-version: ["3.13"]
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env:
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OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
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OPENAI_MODEL: ${{ vars.OPENAI_MODEL }}
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GOOGLE_AI_API_KEY: ${{ secrets.GOOGLE_AI_API_KEY }}
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GOOGLE_AI_MODEL: ${{ vars.GOOGLE_AI_MODEL }}
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}
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id: python-setup
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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# - name: Load cached venv
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# id: dependencies-cache
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# uses: actions/cache@v3
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# with:
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# path: .venv
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# key: venv-${{ runner.os }}-${{ steps.python-setup.outputs.python-version }}
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- name: Create Venv if Cache not found
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# if: steps.dependencies-cache.outputs.cache-hit != 'true'
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run: |
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python -m venv .venv
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- name: Install dependencies
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# if: steps.dependencies-cache.outputs.cache-hit != 'true'
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run: |
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pip install --upgrade pip
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pip install -r requirements.txt
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- name: Run tests
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if: always()
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run: |
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source .venv/bin/activate
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pytest --junit-xml=./reports/pytest.xml --tb=auto -v
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- name: Upload test results
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uses: actions/upload-artifact@v4
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if: always()
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with:
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name: test-results
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path: ./reports/pytest.xml
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if-no-files-found: warn
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build:
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name: Build Docker Image
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uses: lambda-feedback/chat-function-workflows/.github/workflows/gh_build.yml@main
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needs: test
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permissions:
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contents: read
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id-token: write
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packages: write
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deploy:
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name: Deploy to Lambda Feedback
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uses: lambda-feedback/chat-function-workflows/.github/workflows/dev_deploy.yml@main
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needs: test
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with:
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template-repository-name: "lambda-feedback/chat-function-boilerplate"
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# allow for developer to specify the environment variables that are used by the deployed AWS Lambda. Default to mock then admin can update.
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deployed-environment-variables: '[\"OPENAI_API_KEY\",\"OPENAI_MODEL\",\"GOOGLE_AI_API_KEY\",\"GOOGLE_AI_MODEL\"]'
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permissions:
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contents: read
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id-token: write
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packages: write
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secrets:
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aws-access-key-id: ${{ secrets.LAMBDA_CONTAINER_PIPELINE_AWS_ID }}
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aws-secret-key: ${{ secrets.LAMBDA_CONTAINER_PIPELINE_AWS_SECRET}}
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function-admin-api-key: ${{ secrets.FUNCTION_ADMIN_API_KEY }}

‎.github/workflows/main.yml‎

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name: Main deployment of Chatbot lambda function
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on:
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push:
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branches: [main]
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workflow_dispatch:
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jobs:
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test:
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name: Staging deployment tests
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runs-on: ubuntu-latest
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strategy:
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fail-fast: false
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matrix:
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python-version: ["3.13"]
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env:
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OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
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OPENAI_MODEL: ${{ vars.OPENAI_MODEL }}
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GOOGLE_AI_API_KEY: ${{ secrets.GOOGLE_AI_API_KEY }}
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GOOGLE_AI_MODEL: ${{ vars.GOOGLE_AI_MODEL }}
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}
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id: python-setup
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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# - name: Load cached venv
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# id: dependencies-cache
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# uses: actions/cache@v3
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# with:
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# path: .venv
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# key: venv-${{ runner.os }}-${{ steps.python-setup.outputs.python-version }}
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- name: Create Venv if Cache not found
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# if: steps.dependencies-cache.outputs.cache-hit != 'true'
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run: |
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python -m venv .venv
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- name: Install dependencies
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# if: steps.dependencies-cache.outputs.cache-hit != 'true'
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run: |
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pip install --upgrade pip
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pip install -r requirements.txt
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- name: Run tests
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if: always()
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run: |
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source .venv/bin/activate
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pytest --junit-xml=./reports/pytest.xml --tb=auto -v
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- name: Upload test results
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uses: actions/upload-artifact@v4
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if: always()
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with:
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name: test-results
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path: ./reports/pytest.xml
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if-no-files-found: warn
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build:
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name: Build Docker Image
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uses: lambda-feedback/chat-function-workflows/.github/workflows/gh_build.yml@main
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needs: test
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permissions:
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contents: read
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id-token: write
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packages: write
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deploy:
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name: Deploy to Lambda Feedback
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uses: lambda-feedback/chat-function-workflows/.github/workflows/main_deploy.yml@main
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needs: test
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with:
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template-repository-name: "lambda-feedback/chat-function-boilerplate"
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# allow for developer to specify the environment variables that are used by the deployed AWS Lambda. Default to mock then admin can update.
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deployed-environment-variables: '[\"OPENAI_API_KEY\",\"OPENAI_MODEL\",\"GOOGLE_AI_API_KEY\",\"GOOGLE_AI_MODEL\"]'
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permissions:
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contents: read
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id-token: write
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packages: write
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issues: write
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secrets:
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aws-access-key-id: ${{ secrets.LAMBDA_CONTAINER_PIPELINE_AWS_ID }}
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aws-secret-key: ${{ secrets.LAMBDA_CONTAINER_PIPELINE_AWS_SECRET}}
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function-admin-api-key: ${{ secrets.FUNCTION_ADMIN_API_KEY }}
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github-token: ${{ secrets.GITHUB_TOKEN }}

‎.github/workflows/test-report.yml‎

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name: Test Report
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on:
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workflow_run:
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workflows: ["Build, Test and Deploy"]
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types:
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- completed
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permissions:
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contents: read
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actions: read
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checks: write
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jobs:
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report:
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runs-on: ubuntu-latest
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steps:
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- name: Test Report
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uses: dorny/test-reporter@v1
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if: always()
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with:
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name: Pytest Report
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artifact: test-results
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path: '*.xml'
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reporter: java-junit
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fail-on-error: false

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