> For the complete documentation index, see [llms.txt](https://docs.sov.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.sov.ai/api-reference.md).

# API Reference

- [API Overview](https://docs.sov.ai/api-reference/api-reference.md): Complete API reference for the SovAI Python SDK, auto-generated from source code.
- [sovai (Package)](https://docs.sov.ai/api-reference/sovai.md): Main SovAI SDK Tool Kit package
- [Data Retrieval](https://docs.sov.ai/api-reference/data.md): API reference for sovai.get\_data
- [Plotting](https://docs.sov.ai/api-reference/plots.md): API reference for sovai.get\_plots
- [Reports](https://docs.sov.ai/api-reference/reports.md): API reference for sovai.get\_reports
- [Compute](https://docs.sov.ai/api-reference/compute.md): API reference for sovai.get\_compute
- [Tools (SEC, Explain)](https://docs.sov.ai/api-reference/tools.md): API reference for sovai.get\_tools
- [API Config](https://docs.sov.ai/api-reference/api-config.md): API reference for sovai.api\_config
- [Basic Auth](https://docs.sov.ai/api-reference/basic-auth.md): API reference for sovai.basic\_auth
- [Token Auth](https://docs.sov.ai/api-reference/token-auth.md): API reference for sovai.token\_auth
- [Error Classes](https://docs.sov.ai/api-reference/errors.md): API reference for sovai.errors.sovai\_errors
- [Extensions](https://docs.sov.ai/api-reference/extensions.md): DataFrame extensions for analytics, feature engineering, and signal evaluation.
- [Anomalies](https://docs.sov.ai/api-reference/extensions/anomalies.md): API reference for sovai.extensions.anomalies
- [Ask Df Llm](https://docs.sov.ai/api-reference/extensions/ask-df-llm.md): API reference for sovai.extensions.ask\_df\_llm
- [Change Point Generator](https://docs.sov.ai/api-reference/extensions/change-point-generator.md): API reference for sovai.extensions.change\_point\_generator
- [Chart Explainer](https://docs.sov.ai/api-reference/extensions/chart-explainer.md): Chart Explanation Module using Gemini via Ephemeral Token Broker
- [Clustering](https://docs.sov.ai/api-reference/extensions/clustering.md): API reference for sovai.extensions.clustering
- [Core Kshape](https://docs.sov.ai/api-reference/extensions/core-kshape.md): API reference for sovai.extensions.core\_kshape
- [Cusum](https://docs.sov.ai/api-reference/extensions/cusum.md): API reference for sovai.extensions.cusum
- [Dimensionality Reduction](https://docs.sov.ai/api-reference/extensions/dimensionality-reduction.md): API reference for sovai.extensions.dimensionality\_reduction
- [Feature Extraction](https://docs.sov.ai/api-reference/extensions/feature-extraction.md): API reference for sovai.extensions.feature\_extraction
- [Feature Importance](https://docs.sov.ai/api-reference/extensions/feature-importance.md): API reference for sovai.extensions.feature\_importance
- [Feature Neutralizer](https://docs.sov.ai/api-reference/extensions/feature-neutralizer.md): API reference for sovai.extensions.feature\_neutralizer
- [Filter Df](https://docs.sov.ai/api-reference/extensions/filter-df.md): API reference for sovai.extensions.filter\_df
- [Fractional Differencing](https://docs.sov.ai/api-reference/extensions/fractional-differencing.md): API reference for sovai.extensions.fractional\_differencing
- [Nowcasting](https://docs.sov.ai/api-reference/extensions/nowcasting.md): API reference for sovai.extensions.nowcasting
- [Overall Explainers](https://docs.sov.ai/api-reference/extensions/overall-explainers.md): Overall Explainers Module
- [Pairwise](https://docs.sov.ai/api-reference/extensions/pairwise.md): API reference for sovai.extensions.pairwise
- [Pandas Extensions](https://docs.sov.ai/api-reference/extensions/pandas-extensions.md): API reference for sovai.extensions.pandas\_extensions
- [Parallel Functions](https://docs.sov.ai/api-reference/extensions/parallel-functions.md): API reference for sovai.extensions.parallel\_functions
- [Pfa Feature Selector](https://docs.sov.ai/api-reference/extensions/pfa-feature-selector.md): API reference for sovai.extensions.pfa\_feature\_selector
- [Regime Change](https://docs.sov.ai/api-reference/extensions/regime-change.md): API reference for sovai.extensions.regime\_change
- [Regime Change Pca](https://docs.sov.ai/api-reference/extensions/regime-change-pca.md): API reference for sovai.extensions.regime\_change\_pca
- [Shapley Global Importance](https://docs.sov.ai/api-reference/extensions/shapley-global-importance.md): API reference for sovai.extensions.shapley\_global\_importance
- [Shapley Importance](https://docs.sov.ai/api-reference/extensions/shapley-importance.md): API reference for sovai.extensions.shapley\_importance
- [Signal Evaluation](https://docs.sov.ai/api-reference/extensions/signal-evaluation.md): API reference for sovai.extensions.signal\_evaluation
- [Table Explainer](https://docs.sov.ai/api-reference/extensions/table-explainer.md): Table Explanation Module using Gemini via Ephemeral Token Broker
- [Technical Indicators](https://docs.sov.ai/api-reference/extensions/technical-indicators.md): API reference for sovai.extensions.technical\_indicators
- [Time Decomposition](https://docs.sov.ai/api-reference/extensions/time-decomposition.md): API reference for sovai.extensions.time\_decomposition
- [Plot Library](https://docs.sov.ai/api-reference/plots-1.md): Pre-built visualization functions organized by dataset category.
- [Accounting Plots](https://docs.sov.ai/api-reference/plots-1/accounting-plots.md): API reference for sovai.plots.accounting.accounting\_plots
- [Bankruptcy Plots](https://docs.sov.ai/api-reference/plots-1/bankruptcy-plots.md): API reference for sovai.plots.bankruptcy.bankruptcy\_plots
- [Breakout Plots](https://docs.sov.ai/api-reference/plots-1/breakout-plots.md): API reference for sovai.plots.breakout.breakout\_plots
- [Corp Risk Plots](https://docs.sov.ai/api-reference/plots-1/corp-risk-plots.md): API reference for sovai.plots.corp\_risk.corp\_risk\_plots
- [Insider Plots](https://docs.sov.ai/api-reference/plots-1/insider-plots.md): API reference for sovai.plots.insider.insider\_plots
- [Institutional Plots](https://docs.sov.ai/api-reference/plots-1/institutional-plots.md): API reference for sovai.plots.institutional.institutional\_plots
- [News Plots](https://docs.sov.ai/api-reference/plots-1/news-plots.md): API reference for sovai.plots.news.news\_plots
- [Ratios Plots](https://docs.sov.ai/api-reference/plots-1/ratios-plots.md): API reference for sovai.plots.ratios.ratios\_plots
- [Utilities](https://docs.sov.ai/api-reference/utils.md): Internal utility functions for data loading, caching, and format conversion.
- [Client Side](https://docs.sov.ai/api-reference/utils/client-side.md): API reference for sovai.utils.client\_side
- [Client Side S3](https://docs.sov.ai/api-reference/utils/client-side-s3.md): API reference for sovai.utils.client\_side\_s3
- [Client Side S3 Part High](https://docs.sov.ai/api-reference/utils/client-side-s3-part-high.md): Advanced S3 Partitioned Data Loader
- [Converter](https://docs.sov.ai/api-reference/utils/converter.md): API reference for sovai.utils.converter
- [File Management](https://docs.sov.ai/api-reference/utils/file-management.md): API reference for sovai.utils.file\_management
- [Get Tickers](https://docs.sov.ai/api-reference/utils/get-tickers.md): API reference for sovai.utils.get\_tickers
- [Helpers](https://docs.sov.ai/api-reference/utils/helpers.md): API reference for sovai.utils.helpers
- [Plot](https://docs.sov.ai/api-reference/utils/plot.md): API reference for sovai.utils.plot
- [Port Manager](https://docs.sov.ai/api-reference/utils/port-manager.md): API reference for sovai.utils.port\_manager
- [Stream](https://docs.sov.ai/api-reference/utils/stream.md): API reference for sovai.utils.stream
- [Verbose Utils](https://docs.sov.ai/api-reference/utils/verbose-utils.md): API reference for sovai.utils.verbose\_utils