# Sayari | Docs

## Instructions for AI Agents

- For clean Markdown of any page, append `.md` to the page URL
- For section-specific indexes, append `/llms.txt` to any section URL
- For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://documentation.sayari.com/_mcp/server

## Docs

- [Overview](https://documentation.sayari.com/home/overview.md)
- [FAQ](https://documentation.sayari.com/home/faq.md)
- [Introduction](https://documentation.sayari.com/api/key-concepts/introduction.md)
- [Endpoint Overview](https://documentation.sayari.com/api/key-concepts/endpoint-overview.md)
- [Authentication](https://documentation.sayari.com/api/key-concepts/authentication.md): Access the Sayari API using JWT bearer tokens
- [Requests](https://documentation.sayari.com/api/key-concepts/requests.md)
- [Pagination](https://documentation.sayari.com/api/key-concepts/pagination.md): Navigate large datasets efficiently with token and offset pagination
- [Response Status Codes](https://documentation.sayari.com/api/key-concepts/response-status-codes.md)
- [Data Types](https://documentation.sayari.com/api/key-concepts/data-types.md)
- [Rate Limits](https://documentation.sayari.com/api/key-concepts/rate-limits.md)
- [Overview](https://documentation.sayari.com/api/api-clients/overview.md)
- [Open API](https://documentation.sayari.com/api/api-clients/open-api.md)
- [Postman](https://documentation.sayari.com/api/api-clients/postman.md)
- [Go](https://documentation.sayari.com/api/api-clients/go.md)
- [Python](https://documentation.sayari.com/api/api-clients/python.md)
- [Node](https://documentation.sayari.com/api/api-clients/node.md)
- [Getting Started](https://documentation.sayari.com/api/guides/getting-started.md)
- [Understanding Project Entity](https://documentation.sayari.com/api/guides/understanding-project-entity.md): Learn how Project Entities work as unified containers for entity matches and risk assessment
- [Risk factors](https://documentation.sayari.com/api/guides/risk-factors.md): Learn how to succesfully implement Sayari Risk Factors via API
- [Entity Search](https://documentation.sayari.com/api/guides/entity-search.md)
- [Advanced Entity Search](https://documentation.sayari.com/api/guides/advanced-entity-search.md)
- [Resolution](https://documentation.sayari.com/api/guides/resolution.md)
- [Trade Search - Shipments](https://documentation.sayari.com/api/guides/trade-search-shipments.md)
- [Trade Search - Suppliers & Buyers](https://documentation.sayari.com/api/guides/trade-search-suppliers-buyers.md)
- [v0 Migration](https://documentation.sayari.com/api/guides/v-0-migration.md)
- [Project Entity Supply Chain Screening](https://documentation.sayari.com/api/implementation-patterns/project-entity-supply-chain.md): Monitor and assess risks in your global supply chain
- [Entity Screening & Verification](https://documentation.sayari.com/api/use-cases/entity-screening-verification.md)
- [Investigations](https://documentation.sayari.com/api/use-cases/investigations.md)
- [Overview](https://documentation.sayari.com/bulk-data/bulk-data/overview.md)
- [Data Delivery](https://documentation.sayari.com/bulk-data/bulk-data/data-delivery.md)
- [Data Format](https://documentation.sayari.com/bulk-data/bulk-data/data-format.md)
- [Flat File Format](https://documentation.sayari.com/bulk-data/bulk-data/flat-file-format.md)
- [Introduction](https://documentation.sayari.com/sayari-library/overview/introduction.md)
- [Data Model](https://documentation.sayari.com/sayari-library/data-model/data-model.md)
- [Entity Resolution](https://documentation.sayari.com/sayari-library/entity-resolution/entity-resolution.md)
- [Overview](https://documentation.sayari.com/sayari-library/ontology/overview.md)
- [Entities](https://documentation.sayari.com/sayari-library/ontology/entities.md)
- [Relationships](https://documentation.sayari.com/sayari-library/ontology/relationships.md)
- [Attributes](https://documentation.sayari.com/sayari-library/ontology/attributes.md)
- [Enumerated Types](https://documentation.sayari.com/sayari-library/ontology/enumerated-types.md)
- [Risk Table](https://documentation.sayari.com/sayari-library/ontology/risk-factors/risk-table.md)
- [Risk Details](https://documentation.sayari.com/sayari-library/ontology/risk-factors/risk-details.md)
- [Coverage](https://documentation.sayari.com/sayari-library/coverage/coverage.md)
- [Data Enrichment](https://documentation.sayari.com/sayari-library/data-enrichment/data-enrichment.md)
- [Search Tips](https://documentation.sayari.com/sayari-library/additional-resources/search-tips.md)
- [API](https://documentation.sayari.com/change-log/overview/api.md)
- [Risk Factors](https://documentation.sayari.com/change-log/overview/risk-factors.md)
- [Deprecation Schedule](https://documentation.sayari.com/change-log/overview/deprecation-schedule.md)

## API Docs

- API Reference > Attributes [Post Attribute](https://documentation.sayari.com/api/api-reference/attributes/post-attribute.md)
- API Reference > Attributes [Patch Attribute](https://documentation.sayari.com/api/api-reference/attributes/patch-attribute.md)
- API Reference > Attributes [Delete Attribute](https://documentation.sayari.com/api/api-reference/attributes/delete-attribute.md)
- API Reference > Auth [Get Token](https://documentation.sayari.com/api/api-reference/auth/get-token.md)
- API Reference > Entity [Get Entity](https://documentation.sayari.com/api/api-reference/entity/get-entity.md)
- API Reference > Entity [Entity Summary](https://documentation.sayari.com/api/api-reference/entity/entity-summary.md)
- API Reference > Info [Get Usage](https://documentation.sayari.com/api/api-reference/info/get-usage.md)
- API Reference > Info [Get History](https://documentation.sayari.com/api/api-reference/info/get-history.md)
- API Reference > Negative News [Negative News](https://documentation.sayari.com/api/api-reference/negative-news/negative-news.md)
- API Reference > Notifications [Project Notifications](https://documentation.sayari.com/api/api-reference/notifications/project-notifications.md)
- API Reference > Notifications [Resource Notifications](https://documentation.sayari.com/api/api-reference/notifications/resource-notifications.md)
- API Reference > Notifications [Delete Project Notifications](https://documentation.sayari.com/api/api-reference/notifications/delete-project-notifications.md)
- API Reference > Notifications [Delete Entity Notifications](https://documentation.sayari.com/api/api-reference/notifications/delete-entity-notifications.md)
- API Reference > Notifications [Delete Resource Notifications](https://documentation.sayari.com/api/api-reference/notifications/delete-resource-notifications.md)
- API Reference > Ontology [Get Ontology](https://documentation.sayari.com/api/api-reference/ontology/get-ontology.md)
- API Reference > Ontology [Get Attributes](https://documentation.sayari.com/api/api-reference/ontology/get-attributes.md)
- API Reference > Ontology [Get Countries](https://documentation.sayari.com/api/api-reference/ontology/get-countries.md)
- API Reference > Ontology [Get Currencies](https://documentation.sayari.com/api/api-reference/ontology/get-currencies.md)
- API Reference > Ontology [Get Entity Types](https://documentation.sayari.com/api/api-reference/ontology/get-entity-types.md)
- API Reference > Ontology [Get Enums](https://documentation.sayari.com/api/api-reference/ontology/get-enums.md)
- API Reference > Ontology [Get HS Codes](https://documentation.sayari.com/api/api-reference/ontology/get-hs-codes.md)
- API Reference > Ontology [Get Identifiers](https://documentation.sayari.com/api/api-reference/ontology/get-identifiers.md)
- API Reference > Ontology [Get Languages](https://documentation.sayari.com/api/api-reference/ontology/get-languages.md)
- API Reference > Ontology [Get Regions](https://documentation.sayari.com/api/api-reference/ontology/get-regions.md)
- API Reference > Ontology [Get Relationships](https://documentation.sayari.com/api/api-reference/ontology/get-relationships.md)
- API Reference > Ontology [Get Risk Factors](https://documentation.sayari.com/api/api-reference/ontology/get-risk-factors.md)
- API Reference > Ontology [Get Sources](https://documentation.sayari.com/api/api-reference/ontology/get-sources.md)
- API Reference > Ontology [Get Source Types](https://documentation.sayari.com/api/api-reference/ontology/get-source-types.md)
- API Reference > Project [Create Project](https://documentation.sayari.com/api/api-reference/project/create-project.md)
- API Reference > Project [Get Projects](https://documentation.sayari.com/api/api-reference/project/get-projects.md)
- API Reference > Project [Delete Project](https://documentation.sayari.com/api/api-reference/project/delete-project.md)
- API Reference > Project Entity [Create Project Entity](https://documentation.sayari.com/api/api-reference/project-entity/create-project-entity.md)
- API Reference > Project Entity [Get Project Entities](https://documentation.sayari.com/api/api-reference/project-entity/get-project-entities.md)
- API Reference > Project Entity [Get Project Entity](https://documentation.sayari.com/api/api-reference/project-entity/get-project-entity.md)
- API Reference > Project Entity [Add Project Entity Matches](https://documentation.sayari.com/api/api-reference/project-entity/add-project-entity-matches.md)
- API Reference > Project Entity [Replace Project Entity Matches](https://documentation.sayari.com/api/api-reference/project-entity/replace-project-entity-matches.md)
- API Reference > Project Entity [Delete Project Entity](https://documentation.sayari.com/api/api-reference/project-entity/delete-project-entity.md)
- API Reference > Project Entity [Delete Project Entity Match](https://documentation.sayari.com/api/api-reference/project-entity/delete-project-entity-match.md)
- API Reference > Project Entity [Project Entity Exists](https://documentation.sayari.com/api/api-reference/project-entity/project-entity-exists.md)
- API Reference > Project Entity [Save Project Entity](https://documentation.sayari.com/api/api-reference/project-entity/save-project-entity.md)
- API Reference > Project Entity [Get Project Risk Changes](https://documentation.sayari.com/api/api-reference/project-entity/get-project-risk-changes.md)
- API Reference > Project Entity [Get Project Entity Risk Changes](https://documentation.sayari.com/api/api-reference/project-entity/get-project-entity-risk-changes.md)
- API Reference > Project Entity [Delete Project Risk Changes](https://documentation.sayari.com/api/api-reference/project-entity/delete-project-risk-changes.md)
- API Reference > Project Entity [Delete Project Entity Risk Changes](https://documentation.sayari.com/api/api-reference/project-entity/delete-project-entity-risk-changes.md)
- API Reference > Project Entity [Project Entity Supply Chain](https://documentation.sayari.com/api/api-reference/project-entity/project-entity-supply-chain.md)
- API Reference > Project Entity [Get Project Entity Risk Summary](https://documentation.sayari.com/api/api-reference/project-entity/get-project-entity-risk-summary.md)
- API Reference > Project Entity [Project Entity Supply Chain Summary](https://documentation.sayari.com/api/api-reference/project-entity/project-entity-supply-chain-summary.md)
- API Reference > Record [Get Record](https://documentation.sayari.com/api/api-reference/record/get-record.md)
- API Reference > Resolution [Resolution](https://documentation.sayari.com/api/api-reference/resolution/resolution.md)
- API Reference > Resolution [Resolution POST](https://documentation.sayari.com/api/api-reference/resolution/resolution-post.md)
- API Reference > Resolution [Resolution Persisted](https://documentation.sayari.com/api/api-reference/resolution/resolution-persisted.md)
- API Reference > Resolution [Resolution Upload](https://documentation.sayari.com/api/api-reference/resolution/resolution-upload.md)
- API Reference > Resource [Save Entity](https://documentation.sayari.com/api/api-reference/resource/save-entity.md)
- API Reference > Resource [Delete Resource](https://documentation.sayari.com/api/api-reference/resource/delete-resource.md)
- API Reference > Screen [Screen](https://documentation.sayari.com/api/api-reference/screen/screen.md)
- API Reference > Screen by Name [Screen By Name](https://documentation.sayari.com/api/api-reference/screen-by-name/screen-by-name.md)
- API Reference > Search [Search Entity](https://documentation.sayari.com/api/api-reference/search/search-entity.md)
- API Reference > Search [Search Entity GET](https://documentation.sayari.com/api/api-reference/search/search-entity-get.md)
- API Reference > Search [Search Record](https://documentation.sayari.com/api/api-reference/search/search-record.md)
- API Reference > Search [Search Record GET](https://documentation.sayari.com/api/api-reference/search/search-record-get.md)
- API Reference > Supply Chain [Upstream Trade Traversal](https://documentation.sayari.com/api/api-reference/supply-chain/upstream-trade-traversal.md)
- API Reference > Trade [Search Shipments](https://documentation.sayari.com/api/api-reference/trade/search-shipments.md)
- API Reference > Trade [Search Suppliers](https://documentation.sayari.com/api/api-reference/trade/search-suppliers.md)
- API Reference > Trade [Search Buyers](https://documentation.sayari.com/api/api-reference/trade/search-buyers.md)
- API Reference > Traversal [Traversal](https://documentation.sayari.com/api/api-reference/traversal/traversal.md)
- API Reference > Traversal [Ubo](https://documentation.sayari.com/api/api-reference/traversal/ubo.md)
- API Reference > Traversal [Ownership](https://documentation.sayari.com/api/api-reference/traversal/ownership.md)
- API Reference > Traversal [Watchlist](https://documentation.sayari.com/api/api-reference/traversal/watchlist.md)
- API Reference > Traversal [Shortest Path](https://documentation.sayari.com/api/api-reference/traversal/shortest-path.md)
- API Reference > Metadata [Metadata](https://documentation.sayari.com/api/api-reference/metadata/metadata.md)
- API Reference > Project Entity Attributes [Get Project Entity Attributes](https://documentation.sayari.com/api/api-reference/project-entity-attributes/get-project-entity-attributes.md)
- API Reference > Project Entity Attributes [Create Project Entity Attribute](https://documentation.sayari.com/api/api-reference/project-entity-attributes/create-project-entity-attribute.md)
- API Reference > Project Entity Attributes [Update Project Entity Attribute](https://documentation.sayari.com/api/api-reference/project-entity-attributes/update-project-entity-attribute.md)
- API Reference > Project Entity Attributes [Delete Project Entity Attribute](https://documentation.sayari.com/api/api-reference/project-entity-attributes/delete-project-entity-attribute.md)
- API Reference > Project Entity Supply Chain Snapshots [Get Project Entity Supply Chain Snapshots](https://documentation.sayari.com/api/api-reference/project-entity-supply-chain-snapshots/get-project-entity-supply-chain-snapshots.md)
- API Reference > Project Entity Supply Chain Snapshots [Get Project Entity Supply Chain Snapshot By Id](https://documentation.sayari.com/api/api-reference/project-entity-supply-chain-snapshots/get-project-entity-supply-chain-snapshot-by-id.md)
- API Reference > Project Entity Supply Chain Snapshots [Create Project Entity Supply Chain Snapshot](https://documentation.sayari.com/api/api-reference/project-entity-supply-chain-snapshots/create-project-entity-supply-chain-snapshot.md)
- API Reference > Project Entity Supply Chain Snapshots [Delete Project Entity Supply Chain Snapshot By Id](https://documentation.sayari.com/api/api-reference/project-entity-supply-chain-snapshots/delete-project-entity-supply-chain-snapshot-by-id.md)

## OpenAPI Specification

The raw OpenAPI 3.1 specification for this API is available at:
- [OpenAPI JSON](https://documentation.sayari.com/openapi.json)
- [OpenAPI YAML](https://documentation.sayari.com/openapi.yaml)