diff --git a/bank_subscription_prediction/.dockerignore b/bank_subscription_prediction/.dockerignore
new file mode 100644
index 00000000..72b43fb0
--- /dev/null
+++ b/bank_subscription_prediction/.dockerignore
@@ -0,0 +1,62 @@
+# Ignore version control metadata
+.git
+.gitignore
+.github
+
+# Python cache and artifacts
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+
+# Build outputs
+build/
+dist/
+develop-eggs/
+downloads/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Testing and coverage reports
+.pytest_cache/
+.nox/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+
+# Virtual environments
+.env
+.venv*
+venv/
+ENV/
+env/
+venv.bak/
+env.bak/
+
+# IDE directories
+.vscode/
+.idea/
+.spyderproject
+.spyproject
+.ropeproject
+
+# OS files
+.DS_Store
+Thumbs.db
diff --git a/huggingface-sagemaker/gradio/.dockerignore b/huggingface-sagemaker/gradio/.dockerignore
new file mode 100644
index 00000000..72b43fb0
--- /dev/null
+++ b/huggingface-sagemaker/gradio/.dockerignore
@@ -0,0 +1,62 @@
+# Ignore version control metadata
+.git
+.gitignore
+.github
+
+# Python cache and artifacts
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+
+# Build outputs
+build/
+dist/
+develop-eggs/
+downloads/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Testing and coverage reports
+.pytest_cache/
+.nox/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+
+# Virtual environments
+.env
+.venv*
+venv/
+ENV/
+env/
+venv.bak/
+env.bak/
+
+# IDE directories
+.vscode/
+.idea/
+.spyderproject
+.spyproject
+.ropeproject
+
+# OS files
+.DS_Store
+Thumbs.db
diff --git a/magic-photobooth/.dockerignore b/magic-photobooth/.dockerignore
new file mode 100644
index 00000000..72b43fb0
--- /dev/null
+++ b/magic-photobooth/.dockerignore
@@ -0,0 +1,62 @@
+# Ignore version control metadata
+.git
+.gitignore
+.github
+
+# Python cache and artifacts
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+
+# Build outputs
+build/
+dist/
+develop-eggs/
+downloads/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Testing and coverage reports
+.pytest_cache/
+.nox/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+
+# Virtual environments
+.env
+.venv*
+venv/
+ENV/
+env/
+venv.bak/
+env.bak/
+
+# IDE directories
+.vscode/
+.idea/
+.spyderproject
+.spyproject
+.ropeproject
+
+# OS files
+.DS_Store
+Thumbs.db
diff --git a/nightwatch-ai/.dockerignore b/nightwatch-ai/.dockerignore
new file mode 100644
index 00000000..72b43fb0
--- /dev/null
+++ b/nightwatch-ai/.dockerignore
@@ -0,0 +1,62 @@
+# Ignore version control metadata
+.git
+.gitignore
+.github
+
+# Python cache and artifacts
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+
+# Build outputs
+build/
+dist/
+develop-eggs/
+downloads/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Testing and coverage reports
+.pytest_cache/
+.nox/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+
+# Virtual environments
+.env
+.venv*
+venv/
+ENV/
+env/
+venv.bak/
+env.bak/
+
+# IDE directories
+.vscode/
+.idea/
+.spyderproject
+.spyproject
+.ropeproject
+
+# OS files
+.DS_Store
+Thumbs.db
diff --git a/retail-forecast/.dockerignore b/retail-forecast/.dockerignore
new file mode 100644
index 00000000..72b43fb0
--- /dev/null
+++ b/retail-forecast/.dockerignore
@@ -0,0 +1,62 @@
+# Ignore version control metadata
+.git
+.gitignore
+.github
+
+# Python cache and artifacts
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+
+# Build outputs
+build/
+dist/
+develop-eggs/
+downloads/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Testing and coverage reports
+.pytest_cache/
+.nox/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+
+# Virtual environments
+.env
+.venv*
+venv/
+ENV/
+env/
+venv.bak/
+env.bak/
+
+# IDE directories
+.vscode/
+.idea/
+.spyderproject
+.spyproject
+.ropeproject
+
+# OS files
+.DS_Store
+Thumbs.db
diff --git a/zenml-support-agent/.dockerignore b/zenml-support-agent/.dockerignore
new file mode 100644
index 00000000..72b43fb0
--- /dev/null
+++ b/zenml-support-agent/.dockerignore
@@ -0,0 +1,62 @@
+# Ignore version control metadata
+.git
+.gitignore
+.github
+
+# Python cache and artifacts
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+
+# Build outputs
+build/
+dist/
+develop-eggs/
+downloads/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Testing and coverage reports
+.pytest_cache/
+.nox/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+
+# Virtual environments
+.env
+.venv*
+venv/
+ENV/
+env/
+venv.bak/
+env.bak/
+
+# IDE directories
+.vscode/
+.idea/
+.spyderproject
+.spyproject
+.ropeproject
+
+# OS files
+.DS_Store
+Thumbs.db