# Source: https://docs.galileo.ai/galileo/gen-ai-studio-products/galileo-protect/how-to.md

# Source: https://docs.galileo.ai/galileo/gen-ai-studio-products/galileo-observe/how-to.md

# Source: https://docs.galileo.ai/galileo/gen-ai-studio-products/galileo-evaluate/how-to.md

> ## Documentation Index
> Fetch the complete documentation index at: https://docs.galileo.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# How-To Guide | Galileo Evaluate

> Follow step-by-step instructions in Galileo Evaluate to assess generative AI models, configure metrics, and analyze performance effectively.

### Logging Runs

<CardGroup cols={2}>
  <Card title="Log Pre-generated Responses in Python" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/log-pre-generated-responses-in-python" horizontal />

  <Card title="Experiment with Multiple Chain Workflows" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/experiment-with-multiple-chain-workflows" horizontal />

  <Card title="Logging and Comparing Against Your Expected Answers" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/logging-and-comparing-against-your-expected-answers" horizontal />
</CardGroup>

### Use Cases

<CardGroup cols={2}>
  <Card title="Evaluate and Optimize RAG Applications" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/evaluate-and-optimize-rag-applications" horizontal />

  <Card title="Evaluate and Optimize Agents, Chains or Multi-step Workflows" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/evaluate-and-optimize-agents--chains-or-multi-step-workflows" horizontal />
</CardGroup>

### Prompt Engineering

<CardGroup cols={2}>
  <Card title="Evaluate and Optimize Prompts" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/evaluate-and-optimize-prompts" horizontal />

  <Card title="Experiment with Multiple Prompts" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/experiment-with-multiple-prompts" horizontal />
</CardGroup>

### Metrics

<CardGroup cols={2}>
  <Card title="Choose your Guardrail Metrics" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/choose-your-guardrail-metrics" horizontal />

  <Card title="Enabling Scorers in Runs" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/enabling-scorers-in-runs" horizontal />

  <Card title="Register Custom Metrics" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/register-custom-metrics" horizontal />

  <Card title="Customize Chainpoll-powered Metrics" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/customize-chainpoll-powered-metrics" horizontal />
</CardGroup>

### Getting Insights

<CardGroup cols={2}>
  <Card title="Understand Your Metric's Values" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/understand-your-metrics-values" horizontal />

  <Card title="A/B Compare Prompts" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/a-b-compare-prompts" horizontal />

  <Card title="Evaluate with Human Feedback" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/evaluate-with-human-feedback" horizontal />

  <Card title="Identify Hallucinations" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/identify-hallucinations" horizontal />

  <Card title="Rank your Runs" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/rank-your-runs" horizontal />
</CardGroup>

### Collaboration

<CardGroup cols={2}>
  <Card title="Share a Project" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/share-a-project" horizontal />

  <Card title="Collaborate with Other Personas" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/collaborate-with-other-personas" horizontal />

  <Card title="Export Your Evaluation Runs" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/export-your-evaluation-runs" horizontal />
</CardGroup>

### Advanced Features

<CardGroup cols={2}>
  <Card title="Add Tags and Metadata to Prompt Runs" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/add-tags-and-metadata-to-prompt-runs" horizontal />

  <Card title="Programmatically Fetch Logged Data" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/programmatically-fetch-logged-data" horizontal />

  <Card title="Set up Access Controls" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-observe/how-to/access-control" horizontal />
</CardGroup>

### Best Practices

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<CardGroup cols={2}>
  <Card title="Prompt Management & Storage" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/prompt-management-storage" horizontal />

  <Card title="Create an Evaluation Set" icon="chevron-right" href="/galileo/gen-ai-studio-products/galileo-evaluate/how-to/create-an-evaluation-set" horizontal />
</CardGroup>