Artificial Intelligence, commonly referred to as AI, is a branch of technology that empowers machines to emulate human capabilities such as learning, understanding, problem-solving, decision-making, creativity, and autonomy.
While this serves as a general introduction, it’s important to note that AI lacks a universally accepted definition. This is because AI systems are designed to perform tasks in dynamic and unpredictable environments, often without direct human supervision. They can also learn from data, adapt over time, and improve their performance based on experience.
AI in LogicalDOC
LogicalDOC incorporates a versatile AI engine that extends beyond traditional document management tasks. It allows users to tackle a broad range of problems, including those unrelated to document handling. However, the integration within a Document Management System (DMS) offers a distinct advantage: the ability to access and leverage large volumes of data for model training and continuous learning.
Supported AI Models
LogicalDOC currently supports several AI models, each serving a specific purpose for instance:
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Neural Network: Designed to predict the category or nature of an object based on input data. This model mimics how the human brain identifies patterns and makes decisions.
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Classifier: Utilizes Natural Language Processing (NLP) to categorize naturally written text into predefined groups, enabling intelligent content organization.
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Tokens Detector: Also leveraging NLP, this model extracts meaningful tokens (such as keywords or entities) from free-form text, aiding in content analysis and retrieval.
More details in the Admin Guide
