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Semantic Analyst Agent

Analyzes document classification based on:

  • Natural language understanding of content
  • Intent classification
  • Topic extraction
  • Semantic similarity to document type descriptions

Note: This implementation uses keyword/phrase analysis. In production, can be upgraded to use LLM API (Claude/GPT).

File: semantic.py

Classes​

SemanticAnalyst​

Analyst that classifies based on semantic understanding of content.

Functions​

analyze(document)​

Analyze document based on semantic understanding.