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Beta Feature - Knowledge Graph Tools are now available to all Playlab users!

What are Knowledge Graph Tools?

Knowledge Graph Tools give your Playlab apps access to specialized educational databases and organizational content and improve the accuracy and reliability of your Playlab apps. Instead of searching for a few snippets at a time, these tools can navigate through entire content collections, following the structure and connections between topics until they find exactly what’s needed.

How Knowledge Graphs Work

Think of a knowledge graph like a well-organized filing system. Just as you might organize teaching materials into folders by subject, grade level, and unit, knowledge graphs understand and maintain the natural structure of educational content. When your app needs information, the tool can:
  • Navigate through the content hierarchy (like opening folders)
  • Follow connections between related topics
  • Search multiple times until it finds the complete information needed
  • Pull from different sections or documents to build a comprehensive response
This is different from traditional search, which might only find a few isolated snippets without understanding how they connect or where to look next.

Key Benefits

For App Users

  • Access to your entire content library
  • More complete and accurate responses
  • Preserves the original context and organization of materials

For App Builders

  • Simple toggle on/off in the References panel
  • Apps automatically find relevant content from your library
  • One knowledge graph serves all your apps
These tools understand how your content is organized and can search multiple times in one conversation, using different strategies to find the most relevant information.

See Knowledge Graphs in Action

How to Enable Knowledge Graph Tools

Knowledge Graph Tools are now easily accessible through your app’s References panel:
  1. Open the References panel in your app builder
  2. Look for the Knowledge Graph menu at the bottom of the panel
  3. Click to expand the Knowledge Graph drawer
  4. Toggle on the knowledge graphs you need for your app
You can enable multiple knowledge graphs at once to give your app access to different content libraries!

Available Knowledge Graph Tools

Curriculum Knowledge Graphs

Access complete, high-quality curriculum content from leading educational publishers. Each knowledge graph includes the full scope and sequence, lesson materials, teacher guides, student resources, and standards alignments.

Illustrative Mathematics

Grades K-12 MathematicsAccess the complete Illustrative Mathematics curriculum, including:
  • Complete lesson plans and activity guides
  • Mathematical learning progressions and concept connections
  • Practice problems and assessment materials
  • Teacher notes and instructional strategies
  • Standards alignments (CCSS and state standards)
Perfect for building math tutors, lesson planners, practice generators, and assessment tools.Read more about IM Knowledge Graph

Open Sci Ed

Grades 6-8 Science (expanding to K-5 and High School)Navigate the complete OpenSciEd curriculum with access to:
  • Phenomenon-based learning units
  • Investigation guides and lab materials
  • Student thinking routines and science practices
  • Formative assessment guidance
  • NGSS three-dimensional learning alignments
Ideal for creating science lesson assistants, lab prep tools, and phenomenon explorers.

Expeditionary Learning (EL Education)

Grades K-8 ELA and K-5 Skills BlockAccess EL Education’s comprehensive literacy curriculum including:
  • Module lessons and supporting materials
  • Reading, writing, speaking, and listening activities
  • High-quality text selections and text-dependent questions
  • Language standards and grammar instruction
  • Character education and crew resources
Great for literacy coaching apps, reading comprehension tools, and writing assistants.

OER Project

Grades 6-12 World History and Social StudiesExplore OER Project’s engaging history resources:
  • Big History Project (Grades 6-10)
  • World History Project (Grades 9-12)
  • Primary and secondary source collections
  • Historical thinking frameworks and inquiry tools
  • Multimedia resources and lesson activities
Perfect for building historical inquiry tools, timeline generators, and source analysis assistants.

Standards and Custom Knowledge Graphs

State Standards Knowledge Graph

Navigate state educational standards with precision. This tool understands the relationships between standards, grade levels, and subject areas across different state frameworks.Includes standards for all 50 states across multiple subject areas and grade levels.Read more about State Standards

Organizational Knowledge Graphs

Custom-built knowledge graphs created from your organization’s documents and resources. These understand your content’s structure and can intelligently navigate to find relevant information.
Enterprise Only - Organizational Knowledge Graphs are available exclusively to enterprise customers.
Organizational knowledge graphs can include:
  • District curriculum materials and scope & sequence documents
  • Proprietary instructional resources and frameworks
  • Professional development materials and teacher guides
  • Assessment banks and rubrics
  • Policy documents and implementation guides
Interested in building a custom organizational knowledge graph?
Contact us at partnerships@playlab.ai
More knowledge graphs are on the way. Check back regularly for new additions!

FAQ

Regular references find the 10 most similar snippets and stop.Knowledge Graph Tools can search multiple times, understand how documents are organized, and keep looking until they find exactly what’s needed.
Yes! You can enable multiple knowledge graph tools together in the References panel. For example, an app could access both Illustrative Mathematics and Open Sci Ed simultaneously. Simply toggle on all the graphs you need.
Knowledge Graph Tools are located in the References panel of your app builder. Look for the “Knowledge Graph” menu drawer at the bottom of the panel, where you can expand it and toggle on the tools you need.
Yes! Most Knowledge Graph Tools (including Illustrative Mathematics, Open Sci Ed, Expeditionary Learning, OER Project, and State Standards) are available to all Playlab users as a beta feature.However, Organizational Knowledge Graphs are available only to enterprise customers.
These are designed to scale. They can handle hundreds of documents totaling thousands of pages while maintaining fast, accurate search. For example, the IM knowledge graph tool includes all of IM.
You can include materials you’ve paid for, provided access is limited to authorized users and you have rights to use content this way. We cannot process content behind individual authentication paywalls.
Processing time depends on the amount of content. Contact partnerships@playlab.ai for specific timelines based on your needs.

Get in Touch

Interested in building a custom organizational knowledge graph for your enterprise? Contact us at partnerships@playlab.ai
Last updated: 11/3/2025