SEAR: Semantic Enhanced Augmented Retrieval

When to Use This Skill

Invoke SEAR when the user wants to:

• Search documents semantically (not just keyword matching)
• Build a RAG (Retrieval-Augmented Generation) application
• Convert PDF or DOCX files to searchable markdown
• Index code repositories, documentation, or knowledge bases
• Extract relevant content without LLM generation (pure retrieval)
• Search across multiple document collections (multi-corpus)
• Get line-level citations with exact source tracking

Core Capabilities