Skip to content

Sophia NLU Engine - Technical Specs

Purchase includes access to our premium, self-contained NLU engine with everything needed for seamless integration into your operations.

Core Components

Your purchase of Sophia includes:

  • Standalone Binaries - RPC daemons accessible via CLI or HTTP, delivering parsed input as JSON objects
  • Full Vocabulary - Both, the base and full vocabulary data stores (see below)
  • Lifetime License - Purchase once, use on a single server for life with no additional charges.
  • Complete Privacy - Fully self-contained with no external dependencies or API calls
  • Free Updates - All updates and improvements for 12 - 36 months, including upcoming contextual awareness (see Future Roadmap)
  • Premium Support - Direct access to our dedicated customer support team

Key Features

Sophia delivers cutting-edge capabilities to enhance your natural language processing needs:

  • Hierarchical Categorization - Precise parsing and routing of user input through our sophisticated category system
    Example: The verb category "build/assemble/join" captures "join" and related terms like "co-opt," "merge," "unite," "unify," "combine"
  • High-Performance Processing - Parse and analyze ~20,000 words per second with detailed, in-depth results
  • Customizable Vocabulary - Extend the system with your own named entities and domain-specific terminology
  • Intelligent Matching - Define custom selectors for phrase and intent matching, with optional LLM fallback for complex queries
  • Analytics Dashboard - Access comprehensive usage metrics, performance analytics, and trend analysis through an intuitive customizable pipeline
  • User Experience Pipeline - Collect and analyze user feedback, track satisfaction metrics, and identify areas for improvement through an integrated feedback system

Vocabulary Data Stores

Receive both, the base and full vocabulary data stores. Specs below:

Feature Base (Open Source) Full (Premium)
Singular Words 85,275 854,169
Ambiguous Words 10,420 13,202
MWEs (multi-word entities) 60,586 60,586
Nouns 107,925 612,853
Verbs 22,999 129,085
Adverbs 2,575 21,944
Adjectives 11,906 148,608
Named Entities 49,948 79,295
Synonyms 157,710 325,673
Hypernyms 200,173 356,892
Hyponyms 212,184 358,127

Get Setup Today!

Elevate your AI ecosystem with Sophia's powerful NLU engine - deploy in minutes, see results immediately.