# Synthetic Data Vault ## Synthetic Data Vault - [Welcome to the SDV!](https://docs.sdv.dev/sdv/welcome-to-the-sdv.md) - [Get Started](https://docs.sdv.dev/sdv/get-started.md) - [SDV Community](https://docs.sdv.dev/sdv/explore/sdv-community.md) - [SDV Enterprise](https://docs.sdv.dev/sdv/explore/sdv-enterprise.md) - [Compare Features](https://docs.sdv.dev/sdv/explore/sdv-enterprise/compare-features.md) - [SDV Bundles](https://docs.sdv.dev/sdv/explore/sdv-bundles.md) - [❖ AI Connectors](https://docs.sdv.dev/sdv/explore/sdv-bundles/ai-connectors.md) - [❖ CAG](https://docs.sdv.dev/sdv/explore/sdv-bundles/cag.md) - [❖ Differential Privacy](https://docs.sdv.dev/sdv/explore/sdv-bundles/differential-privacy.md) - [❖ Targeted Sampling](https://docs.sdv.dev/sdv/explore/sdv-bundles/targeted-sampling.md) - [❖ XSynthesizers](https://docs.sdv.dev/sdv/explore/sdv-bundles/xsynthesizers.md) - [❖ SDV Agent](https://docs.sdv.dev/sdv/agents/sdv-agent.md) - [Overview](https://docs.sdv.dev/sdv/integration/overview.md) - [Data Modalities](https://docs.sdv.dev/sdv/integration/overview/data-modalities.md) - [Connect Your Database](https://docs.sdv.dev/sdv/integration/db.md) - [❖ Integration](https://docs.sdv.dev/sdv/integration/db/integration.md) - [❖ AlloyDB](https://docs.sdv.dev/sdv/integration/db/integration/alloydb.md) - [❖ BigQuery](https://docs.sdv.dev/sdv/integration/db/integration/bigquery.md) - [❖ MSSQL](https://docs.sdv.dev/sdv/integration/db/integration/mssql.md) - [❖ Oracle](https://docs.sdv.dev/sdv/integration/db/integration/oracle.md) - [❖ PostgreSQL](https://docs.sdv.dev/sdv/integration/db/integration/postgresql.md) - [❖ Spanner](https://docs.sdv.dev/sdv/integration/db/integration/spanner.md) - [❖ Usage API](https://docs.sdv.dev/sdv/integration/db/api.md) - [Import Local Data](https://docs.sdv.dev/sdv/integration/local.md) - [CSV](https://docs.sdv.dev/sdv/integration/local/csv.md) - [Excel](https://docs.sdv.dev/sdv/integration/local/excel.md) - [Additional File Formats](https://docs.sdv.dev/sdv/integration/local/additional-file-formats.md) - [Metadata](https://docs.sdv.dev/sdv/integration/metadata.md) - [Sdtypes](https://docs.sdv.dev/sdv/integration/metadata/sdtypes.md) - [Metadata API](https://docs.sdv.dev/sdv/integration/metadata/metadata-api.md) - [Metadata JSON](https://docs.sdv.dev/sdv/integration/metadata/metadata-json.md) - [Data Lineage](https://docs.sdv.dev/sdv/integration/metadata/data-lineage.md) - [Utilities](https://docs.sdv.dev/sdv/integration/utils.md) - [Cleaning Your Data](https://docs.sdv.dev/sdv/integration/utils/cleaning.md) - [Demo Data](https://docs.sdv.dev/sdv/integration/utils/demo.md) - [Single Table Synthesizers](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers.md) - [GaussianCopulaSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/gaussiancopulasynthesizer.md) - [CTGANSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/ctgansynthesizer.md) - [TVAESynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/tvaesynthesizer.md) - [❖ XGCSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/xgcsynthesizer.md) - [❖ BootstrapSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/bootstrapsynthesizer.md) - [❖ SegmentSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/segmentsynthesizer.md) - [＊ DayZSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/dayzsynthesizer.md) - [❖ DPGCSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/dpgcsynthesizer.md) - [❖ DPGCFlexSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/dpgcflexsynthesizer.md) - [CopulaGANSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/copulagansynthesizer.md) - [Fast ML Preset](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/fast-ml-preset.md) - [Multi Table Synthesizers](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers.md) - [＊ DayZSynthesizer](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers/dayzsynthesizer.md) - [＊ IndependentSynthesizer](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers/independentsynthesizer.md) - [HMASynthesizer](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers/hmasynthesizer.md) - [＊ HSASynthesizer](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers/hsasynthesizer.md) - [＊ Performance Estimates](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers/performance-estimates.md) - [Sequential Synthesizers](https://docs.sdv.dev/sdv/modeling/sequential-synthesizers.md) - [PARSynthesizer](https://docs.sdv.dev/sdv/modeling/sequential-synthesizers/parsynthesizer.md) - [Constraint-Augmented Generation (CAG)](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag.md) - [❖ Auto-Detect Constraints](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/auto-detect-constraints.md) - [Predefined Constraints](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints.md) - [FixedCombinations](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/fixedcombinations.md) - [FixedIncrements](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/fixedincrements.md) - [Inequality](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/inequality.md) - [OneHotEncoding](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/onehotencoding.md) - [Range](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/range.md) - [❖ CarryOverColumns](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/carryovercolumns.md) - [❖ ChainedInequality](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/chainedinequality.md) - [❖ ColumnFormula](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/columnformula.md) - [❖ CompositeKeys](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/compositekeys.md) - [❖ DenormalizedTable](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/denormalizedtable.md) - [❖ FixedNullCombinations](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/fixednullcombinations.md) - [❖ ForeignToForeignKey](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/foreigntoforeignkey.md) - [❖ ForeignToPrimaryKeySubset](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/foreigntoprimarykeysubset.md) - [❖ MixedScales](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/mixedscales.md) - [❖ Polymorphic Relationship](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/polymorphic-relationship.md) - [❖ PrimaryToPrimaryKey](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/primarytoprimarykey.md) - [❖ PrimaryToPrimaryKeySubset](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/primarytoprimarykeysubset.md) - [❖ ReferenceTable](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/referencetable.md) - [❖ SelfReferentialHierarchy](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/selfreferentialhierarchy.md) - [❖ UniqueBridgeTable](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/uniquebridgetable.md) - [Deprecated Constraints](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/deprecated-constraints.md) - [Constraints API](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/constraints-api.md) - [Program Your Own Constraint](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/program-your-own-constraint.md) - [Customization](https://docs.sdv.dev/sdv/modeling/customization.md) - [❖ Range Extrapolation](https://docs.sdv.dev/sdv/modeling/customization/range-extrapolation.md) - [Custom Preprocessing](https://docs.sdv.dev/sdv/modeling/customization/preprocessing.md) - [Sample Realistic Data](https://docs.sdv.dev/sdv/sampling/sample-realistic-data.md) - [Conditional Sampling](https://docs.sdv.dev/sdv/sampling/conditional.md) - [Single Table Conditional Sampling](https://docs.sdv.dev/sdv/sampling/conditional/single-table.md) - [❖ Multi Table Conditional Sampling](https://docs.sdv.dev/sdv/sampling/conditional/multi-table.md) - [Sequential Conditional Sampling](https://docs.sdv.dev/sdv/sampling/conditional/sequential.md) - [Exporting Synthetic Data](https://docs.sdv.dev/sdv/sampling/export.md) - [Diagnostic](https://docs.sdv.dev/sdv/evaluation/diagnostic.md) - [Data Quality](https://docs.sdv.dev/sdv/evaluation/data-quality.md) - [Visualization](https://docs.sdv.dev/sdv/evaluation/visualization.md) - [Privacy](https://docs.sdv.dev/sdv/evaluation/privacy.md) - [Empirical Differential Privacy](https://docs.sdv.dev/sdv/evaluation/privacy/empirical-differential-privacy.md) - [Troubleshooting](https://docs.sdv.dev/sdv/support/troubleshooting.md) - [Help with Installation](https://docs.sdv.dev/sdv/support/troubleshooting/installation.md) - [Help with SDV](https://docs.sdv.dev/sdv/support/troubleshooting/sdv-usage.md) - [Versioning & Backwards Compatibility Policy](https://docs.sdv.dev/sdv/support/versioning-and-backwards-compatibility-policy.md) - [Updated Docs Navigation](https://docs.sdv.dev/sdv/support/new-docs-announcement.md) --- # Agent Instructions This documentation is published with GitBook. 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