💬 Employee Feedback Insight Assistant

AI-powered Streamlit app to analyze employee feedback using NLP, LLMs, and interactive visualizations.

Features

• 📊 Interactive Dashboard (sentiment, trends, department heatmaps)
• 🔍 Sentiment Analysis (OpenAI GPT)
• 🏷️ Topic Extraction (Work-Life Balance, Management, Culture, etc.)
• 💬 Ask the Assistant (LLM-powered Q&A about feedback data)
• 📋 Evaluation Metrics (Accuracy, F1, Confusion Matrix)
• 📂 Raw Data Explorer with search & CSV export

Setup

python3 -m venv .venv
source .venv/bin/activate 

pip install -r requirements.txt
streamlit run app.py

LLM Options

• OpenAI GPT: Paste your API key in the sidebar (most accurate)

Dataset

• Sample: 300 employee feedback records (synthetic, Kaggle-inspired)
• Custom: Upload your own CSV with feedback_text, department, rating columns

Live

• https://feedback-insight.streamlit.app/