Search & Discovery

How PML finds the right tools for the job.


Topics

Document Description
Semantic Search Vector embeddings and similarity matching
Hybrid Search Combining semantic and graph-based search
Proactive Suggestions Automatic tool recommendations

Overview

PML uses multiple search strategies to discover relevant tools:

  • Semantic Search - BGE embeddings understand natural language intent
  • Hybrid Search - Combines vector similarity with graph relationships
  • Proactive Suggestions - Recommends tools based on context and history