---
title: "Overview"
description: "`eqty_sdk` is the Python SDK for building verifiable manifests around data, models, prompts, agents, computations, and related lineage."
source: "Integrity Python SDK"
---
`eqty_sdk` is the Python SDK for building verifiable manifests around data, models, prompts, agents, computations, and related lineage. It combines low-level cryptographic identifiers and signed statements with higher-level helpers for common provenance workflows.

The main features exposed by the SDK are:

- asset types for files, directories, datasets, models, prompts, tools, agents, and other domain objects
- `@compute` for capturing execution lineage and emitted outputs
- contexts for grouping graphs and targeting Governance Studio projects
- signers and verification-oriented metadata for attestations and model signing
- services for blob registration and Governance Studio integration
- lower-level statement APIs for advanced or custom graph construction

Most users should start with `init()`, assets, contexts, and `@compute`, then drop into lower-level APIs only when the higher-level abstractions do not fit the workflow they need.

The reference blocks below are generated from the package's docstrings with griffe2md, with additional narrative where the SDK benefits from usage guidance.