How to test for Toxicity / bias in LLM apps. Here is the exact snippet you need for Toxicity / bias in DeepEval Bias/Toxicity, plus how it works, the common mistakes, and related references.
The code
how_to_test: Score outputs for toxic or biased content tool: DeepEval Bias/Toxicity
How it works
Use this as part of your automated test flow. Wait for the element or state you are acting on to be ready rather than assuming it, and pair the call with an assertion so a failure is explicit rather than a silent pass. Small, focused snippets like this are easier to debug and reuse than long, tangled test steps.
When to use it
Reach for this when you need Toxicity / bias in DeepEval Bias/Toxicity. Keep your locators stable and your waits explicit, and confirm the snippet against your installed version — automation APIs shift between major releases, so the exact signature can change over time. When in doubt, check the official documentation for the current form.
Common mistakes
- Running the step before the page or element is ready
- Copying a snippet from a different major version of the tool
- Skipping the assertion, so a failure passes as green
- Hardcoding brittle locators that break on small UI changes
Related references
Hallucination Llm Testing · Quality Regression Llm Testing · Prompt Injection Llm Testing
Frequently asked questions
How do I handle Toxicity / bias in DeepEval Bias/Toxicity?
Use the snippet shown above, and wait for the relevant state before acting so the step is reliable.
Why isn't my snippet working?
Most often it is a timing or version issue — make sure the element is ready and that the snippet matches your installed version of DeepEval Bias/Toxicity.
