output-parser

Stress-testing LangChain Model I/O against native SDKs. Measures parser robustness, provider swaps, debuggability, dependency footprint and boilerplate on one structured-extraction task. Runs offline with a fake model; Streamlit UI and CLI included.

GenPark AI Agent Skill - Structured output formatting and grammar fence stripper ensuring clean JSON, YAML, and XML payloads without markdown leakage.

lightweight script to parse, clean, and beautify Fscan output results — optimized for large asset scans, helping pentesters quickly organize and analyze vulnerability scan data with structured reporting.

ai agent tool test

A practical guide to transforming raw LLM text into structured data (JSON, Pydantic objects) using various LangChain Output Parsers.