Faithful Meeting Minutes Generator (MoM)

Research-driven NLP pipeline for structured, evidence-grounded meeting minutes generation from long multi-speaker transcripts.

Key Features

• Embedding-based topic segmentation
• Decision and action item extraction
• Evidence span attribution
• Structured JSON-constrained output (Pydantic)
• Markdown MoM rendering
• Designed to mitigate hallucination and long-context bias

Architecture

Transcript → Parsing → Topic Segmentation → Salience Scoring → Decision/Action Extraction → Structured MoM JSON → Markdown Output

Setup

1. Create Python 3.11 environment

py -3.11 -m venv .venv
.\.venv\Scripts\activate
pip install -r requirements.txt