Overview of Cortex APIs
Cortex’s ability to refresh your Machine Learning Pipelines over time unlocks various automated initiatives for your business. When your predictions are always up-to-date, you can rely on them for dynamic decision-making rather than being limited to a snapshot analysis at one point in time. At Vidora, we’ve seen how powerful these automated ML use cases can be. That’s why we built a robust set of APIs to help deploy your predictions however your business needs.
Together, Cortex’s APIs allow you to create a closed-loop system of intelligent automation which ingests raw behavioral data in real time and returns updated predictions in 10-20ms. This guide provides a brief overview of the available APIs.
The Behavioral API provides a scalable framework for sending event data to Vidora’s servers in real-time. Events are the required building blocks for any Machine Learning Pipeline in Cortex, and the Behavioral API allows you to stream these events to Cortex as they occur. The more data submitted to the Behavioral API, the wider the set of predictions you can make and the more accurate your predictions will be.
Please visit the Behavioral API documentation for more information on how to use the API.
The Predictions API provides low-latency access to predictions made by a pipeline in your Cortex account. The Predictions API returns up-to-date predictions directly to your digital products and business tools, enabling you to build automated mechanisms which act on these predictions in intelligent ways.
Please visit the Predictions API documentation for more information on how to use the API.
Category Recommendations API
The Category Recommendations API provides low-latency access to recommendations made by a Recommendations pipeline in your Cortex account. The Category Recommendations API returns recommendations across any set of options (e.g. categories, topics, genres, etc.) directly to your digital products, enabling you to personalize every aspect of each user’s onsite experience.
Please visit the Category Recommendations API documentation for more information on how to use the API.
The Personalization API provides a number of ways to personalize each user’s experience, keeping them engaged with the items they love most. The Personalization API is limited to recommending products or content, but unlike a Recommendations pipeline, results update in real-time, and comes equipped with robust systems for filtering results by metadata such as category, type, and others.
Please visit the Personalization API documentation for more information on how to use the API.
The Pipelines API provides programmatic access to any Machine Learning Pipeline in your Cortex account. The API allows you to build automated workflows for managing, updating, and deploying your Pipelines, facilitating smoother integrations between Cortex and your business.
Please visit the Pipelines API documentation for more information on how to use the API.
The Items API allows our partners to manage which items are recommended to users through the Personalization API. The Items API can be used to fetch or update properties of a given item, allowing you to disable items from appearing in recommendations with the click of a button in your Content Management System. If an item is updated to ‘disabled’, it will no longer be served by the Personalization API.
Please visit the Item API documentation for more information on how to use the API.
User Privacy API
The User Privacy API allows our partners to prevent certain user data from being processed by their Cortex account. The User Privacy API is used to maintain a list of deleted users. If a user is added to this list, Cortex will not generate predictions or personalized recommendations for the user. This enables you to comply with user privacy requests as outlined by regulations such as the California Consumer Privacy Act (CCPA) and General Data Protection Regulation (GDPR).
Please visit the User Privacy API documentation for more information on how to use the API.
- Behavioral API
- Predictions API
- Category Recommendations API
- Personalization API
- Pipelines API
- Item API
- User Privacy API
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