Startrag

Knowledge Management & Wiki Software

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The system transforms flat collections of documents into an interconnected, graph-based knowledge map, enabling more precise and contextually aware retrieval of information. Its key features include graph-aware retrieval that maintains the relationships between data points, rapid sub-100ms response times across large datasets, and seamless integration with existing models through simple deployment, making it ideal for AI teams, data scientists, and knowledge management professionals aiming to improve answer accuracy, reduce hallucinations, and maintain source traceability.

Startrag can be found in Knowledge Management & Wiki Software categories.

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Details

Startrag Main Features

• Constellations
  Related stars are linked into groups called constellations to show their connections.
• Chunks as stars
  Each piece of a document is turned into a star, colored by topic and sized by importance.
• Source citations
  Every answer shows where the information came from, so you can check the sources.
• Fast response time
  Returns detailed and connected context in less than 100 milliseconds, even with many stars.
• Graph-walk retrieval
  Answers are found by moving through the star map, getting complete and related information.
• Graph-aware retrieval
  Finds the right context by understanding how knowledge connects, improving accuracy and reducing errors.
• Star map visualization
  Rebuilds your knowledge as a star chart, making it easy to see and navigate connections.
• Easy to add to existing systems
  Replace your current vector store with just two lines of code, working with any model or framework.

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