README.md

metadata

title: Journal Topic Modelling Agent
emoji: 📚
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 6.12.0
app_file: app.py
pinned: false
license: mit

📚 Journal Topic Modelling Agent

A 5-phase agentic pipeline for academic journal topic modelling using Mistral AI.

Features

• Phase 1 – CSV ingestion & parsing
• Phase 2 – LLM-powered topic extraction, labelling & frequency table
• Phase 3 – Title vs Abstract topic distribution comparison
• Phase 4 – PAJAIS taxonomy mapping (identifies NOVEL themes)
• Phase 5 – Auto-generated 500+ word Section 7 narrative

Setup

Add your MISTRAL_API_KEY as a Space Secret in Settings → Variables and Secrets.

Input

Upload a CSV with at least a title and/or abstract column, or use the built-in 15-paper sample.