> ## Documentation Index
> Fetch the complete documentation index at: https://arizeai-433a7140.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# More Cookbooks

> Use Phoenix Evals to evaluate your application for faithfulness, toxicity, relevance of retrieved documents, and more.

## Classification Eval Walkthroughs

<CardGroup cols={2}>
  <Card title="Hallucination Evals" href="https://colab.research.google.com/github/Arize-ai/tutorials/blob/main/python/cookbooks/phoenix_evals_examples/evaluate_hallucination_classifications.ipynb" icon="clipboard-check" horizontal description="Hallucination classification example" />

  <Card title="Toxicity Evals" href="https://colab.research.google.com/github/Arize-ai/tutorials/blob/main/python/cookbooks/phoenix_evals_examples/evaluate_toxicity_classifications.ipynb" icon="clipboard-check" horizontal description="Toxicity classification example" />

  <Card title="Summarization Evals" href="https://colab.research.google.com/github/Arize-ai/tutorials/blob/main/python/cookbooks/phoenix_evals_examples/evaluate_summarization_classifications.ipynb" icon="clipboard-check" horizontal description="Summarization quality example" />

  <Card title="User Frustration Evals" href="https://colab.research.google.com/github/Arize-ai/tutorials/blob/main/python/cookbooks/phoenix_evals_examples/evaluate_user_frustration_classifications.ipynb" icon="clipboard-check" horizontal description="User frustration detection example" />

  <Card title="Question-Answering Evals" href="https://colab.research.google.com/github/Arize-ai/tutorials/blob/main/python/cookbooks/phoenix_evals_examples/evaluate_QA_classifications.ipynb" icon="clipboard-check" horizontal description="QA classification example" />

  <Card title="Agent Tool Selection Evals" href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/evals/evaluate_agent_tool_selection_classifications.ipynb" icon="clipboard-check" horizontal description="Tool-selection classification example" />

  <Card title="Tool Parameter Extraction Evals" href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/evals/evaluate_agent_parameter_extraction_classifications.ipynb" icon="clipboard-check" horizontal description="Parameter extraction example" />

  <Card title="Agent Tool Calling Evals" href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/evals/evaluate_agent_tool_calling_classifications.ipynb" icon="clipboard-check" horizontal description="Tool-calling classification example" />

  <Card title="Reference Link Correctness Evals" href="https://colab.research.google.com/github/Arize-ai/tutorials/blob/main/python/cookbooks/phoenix_evals_examples/evaluate_reference_link_correctness_classifications.ipynb" icon="clipboard-check" horizontal description="Reference correctness example" />

  <Card title="Ground Truth vs AI Evals" href="https://colab.research.google.com/github/Arize-ai/tutorials/blob/main/python/cookbooks/phoenix_evals_examples/evaluate_human_vs_ai_classifications.ipynb" icon="clipboard-check" horizontal description="Human vs AI comparison" />

  <Card title="Multilingual Text2Cypher Evaluation" href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/docs/tutorials/evals/multilingual_text2cypher_evals.ipynb" icon="clipboard-check" horizontal description="Multilingual Text2Cypher example" />
</CardGroup>