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For Developers: Running Tests

This project includes a comprehensive test suite.

Unit Tests​

Unit tests mock external AI services and verify the application's internal logic.

python -m pytest -m unit

Integration Tests​

Integration tests require a live connection to the LLM service. Ensure your LLM provider is running before executing these.

python -m pytest -m integration

Running All Tests​

To run both unit and integration tests:

python -m pytest

Debugging LLM Responses​

You can see the actual responses from the LLM (or mocks) in the terminal by using the --show-llm-responses flag. This works for both unit and integration tests.

python -m pytest -m integration --show-llm-responses -s