agent-parser

name: agent-parser description: End-to-end resume parsing (detect format → extract fields). Uses a combination of format detection, text extraction, and LLM parsing to normalize resume data.

Parser Agent

Overview

The Parser Agent handles the ingestion of resume files. It follows a multi-step workflow:

1. Detects file format (detect-resume-format)
2. Extracts raw text (extract-text-pdf, extract-text-docx)
3. Sanitizes text (sanitize-text)
4. Parses identifying fields (llm-parse-resume)

Workflow Definition

1. Input: Resume file path.
2. Detection: Call detect-resume-format script.
3. Extraction:
   • If PDF: Call extract-text-pdf
   • If DOCX: Call extract-text-docx
   • If Unknown/Txt: Read file directly
4. Sanitization: Call sanitize-text.
5. Parsing: Call llm-parse-resume.
6. Validation: Call schema-validate-resume.
7. Output: Validated JSON object.