# Text-to-SQL

**Text-to-SQL Metrics** are essential for assessing how well your natural language queries get translated into accurate and efficient SQL statements within **RagaAI Catalyst**. These metrics help ensure that your agents generate reliable, performant SQL and faithfully reflect user intent in data-intensive workflows.

### Text-to-SQL metrics are :

{% content-ref url="text-to-sql/sql-response-correctness" %}
[sql-response-correctness](https://docs.raga.ai/ragaai-catalyst/ragaai-metric-library/text-to-sql/sql-response-correctness)
{% endcontent-ref %}

{% content-ref url="text-to-sql/sql-prompt-ambiguity" %}
[sql-prompt-ambiguity](https://docs.raga.ai/ragaai-catalyst/ragaai-metric-library/text-to-sql/sql-prompt-ambiguity)
{% endcontent-ref %}

{% content-ref url="text-to-sql/sql-context-ambiguity" %}
[sql-context-ambiguity](https://docs.raga.ai/ragaai-catalyst/ragaai-metric-library/text-to-sql/sql-context-ambiguity)
{% endcontent-ref %}

{% content-ref url="text-to-sql/sql-context-sufficiency" %}
[sql-context-sufficiency](https://docs.raga.ai/ragaai-catalyst/ragaai-metric-library/text-to-sql/sql-context-sufficiency)
{% endcontent-ref %}

{% content-ref url="text-to-sql/sql-prompt-injection" %}
[sql-prompt-injection](https://docs.raga.ai/ragaai-catalyst/ragaai-metric-library/text-to-sql/sql-prompt-injection)
{% endcontent-ref %}