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---
title: Infra Spec Explainer
emoji: 🏆
colorFrom: gray
colorTo: pink
sdk: gradio
sdk_version: 5.39.0
app_file: app.py
pinned: false
short_description: Explains your json/yaml text/file/url
---
# JSON & YAML Explainer
An AI-powered explainer tool that converts JSON, YAML, and configuration files (OpenAPI specs, Terraform, Kubernetes manifests, CI/CD pipelines) into clear, natural language explanations.
# Features
Multi-format support: JSON, YAML, .yml, .json
Developer Mode: Get technical breakdowns with field-level details
ELI5 Mode: Simplified explanations for beginners and non-technical users
Supports multiple domains:
OpenAPI specifications
Terraform configuration files
Kubernetes manifests
GitHub Actions & CI/CD pipelines
# How It Works
Upload your JSON/YAML file or paste raw text.
Choose ELI5 or Developer Mode.
The app uses a fine-tuned FLAN-T5 / Mistral model to generate clear, context-aware explanations.
# Tech Stack
Python
FastAPI
Gradio UI
Hugging Face Transformers
OpenRouter API for LLM inference
# Installation
pip install -r requirements.txt
python app.py
# Deployment
Can be deployed on Hugging Face Spaces or as a standalone FastAPI service.
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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