Context Compiler Example Integrations for Python

These examples show how authoritative state changes application behavior at runtime.

Each example demonstrates a single enforcement point where premise and policy influence what a host allows, routes, retrieves, builds, or executes.

• The core authority contract is provided by context-compiler.
• Directive recognition can optionally be added with context-compiler-directive-drafter.
• These examples focus on where authoritative state changes application behavior.

Prompt reinjection influences model behavior.

Context Compiler influences runtime behavior.

Install options

Base installation keeps this package discovery-first:

pip install "context-compiler-example-integrations"

That installs the shared core dependency only:

• context-compiler>=0.9.1,<0.10

Add extras only for the examples you want to inspect locally:

• pip install "context-compiler-example-integrations[drafter]" for examples that use context-compiler-directive-drafter
• pip install "context-compiler-example-integrations[retrieval]" for ChromaDB retrieval filtering examples
• pip install "context-compiler-example-integrations[fastapi]" for FastAPI variants
• pip install "context-compiler-example-integrations[litellm]" for LiteLLM-oriented examples and reference integrations
• pip install "context-compiler-example-integrations[all]" to install all package-managed optional dependencies

Open WebUI is not installed by this package. The Open WebUI reference integration assumes Open WebUI is already installed and configured as the host runtime.

Package contents

The installed package exposes the Python examples and reference-integration modules under context_compiler_example_integrations.

For the enforcement-point catalog and repository navigation, see the root README. Each example and reference integration has its own setup, runtime, and validation instructions.