Notion Labs, Inc.

Described herein are approaches directed to building and/or managing page layout templates associated with pages having particular page types. Some implementations relate to approaches for hierarchical page layout templates. In some implementations, a graphical page layout template editor can be provided. In some implementations, a large language model can be used to generate page layout templates. Page layout templates can include one or more modules that can define the presence and organization of blocks within a page comprising one or more blocks. Some implementations provide for a news feed that can summarize changes to pages within a workspace, teamspace, database, or other context.

A technique is disclosed for presenting blocks (e.g., pages) that are considered relevant to a user of a workspace, where the pages that are chosen are determined based on the actions of other users whose actions closely align with the user's. Pairs of users in a workspace are given a similarity score based on how likely they are to be interested in the same content of the workspace. This can involve editing the same content, reacting to the same content, or other qualities that indicate a close association. Content is then presented to the user based on the actions of users while factoring in similarity scores.

Disclosed herein are techniques for artificial intelligence (AI) driven conflict detection in collaborative content management. A computing platform having a block-based data structure can generate and display a graphical user interface (GUI) that can include a conflict check entry point. Upon detecting a user interaction with the entry point, the platform can determine and use a block identifier and/or additional contextual information to generate a set of questions regarding content of the block displayed at the GUI. The questions can be generated using intent assessment techniques. Using the generated questions, the platform can query cross-validation compute resources, generate or obtain cross-validation data items, and perform cross-validation of one or more items referenced by the block identifier. Cross-validation operations can be based on content, derived content, metadata, sampling, data schema definitions, other suitable techniques, and/or combinations thereof. The platform can raise alerts and/or facilitate automatic actions in response to cross-validation results.

The present disclosure relates to systems and methods for improved searching. In some implementations, the approaches herein can be used to rank search results to provide more relevant results to users, for example by monitoring the interactions of one or more users with pages or other items. In some implementations, the approaches herein can be used to refine and improve the performance of a search result ranking model over time.

Systems and methods for modifying block items in a hierarchical structure are disclosed herein. The system can receive a request to modify a first block item. The system can query the system for information of displayed block items. The system can receive a set of identifiers of the displayed block items, relational information, and privacy information. The system can determine an indication of displayed subordinate block items associated with the first block item. The system can use the indication of the displayed subordinate block items to query a block database to obtain non-displayed subordinate block items. The system can modify the block database in accordance with the instruction, the displayed subordinate block items, and the non-displayed subordinate block items. The system can determine updated displayed block items using the modified block database. The system can communicate an indication of the updated displayed block items to the client device.

A method for saving prompts on a page of a workspace includes receiving a first input that instantiates a prompt block configured to initiate a generative process to create in-block content. The prompt block is embedded on a first page of a workspace configured to include multiple pages. The first input includes a string of text. The string of text includes instructions that cause a generative artificial intelligence (AI) system to create the in-block content to be displayed on the page. The method includes receiving a second input on the prompt block. In response to the second input, the method includes saving the string of text as a particular prompt. The particular prompt is accessible from the multiple pages of the workspace and the particular prompt is configured to be shared with users of the workspace.