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Overview

Detailed Student Feedback

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Lecture Title

AI-Generated Insights

AI Generated Highlights

Prescriptive Action Items Checklist

Track curricular and operational improvements generated from student suggestions.

No actionable checklist items compiled yet. Select a department/speaker or verify you have feedback data loaded.

Interactive RAG Insights Q&A Chat

Ask specific questions about alumni sessions, student sentiment, speaker quality, or infrastructure issues. Answers are synthesized from feedback entries with direct source page citations.

Hello! I am your Retrieval-Augmented Generation assistant. Ask me anything about student feedback, speaker reviews, or requested improvements.

Visualizations

School of Engineering (SoE) Department Breakdown

NLP Deep Analysis

Aspect-Based Sentiment Distribution

Sentiment distribution mapped specifically across core aspects of guest lectures (Speaker/Delivery, Infrastructure, Content/Materials, Pacing/Schedule).

SoE Department Sentiment & Suggestions

Sentiment and actionability breakdown specifically comparing the 4 Engineering departments (CSD, ME, R and AI, EC).

Sentiment Scorecards (Topic Level)

Trending Topics & Keywords

Speaker Analysis

Department Comparison

Sort by:
Net Promoter Score (NPS) Comparison
Average Sentiment Polarity Comparison
Response Volume by Department
Department Metrics Matrix
Department Responses Avg Rating Net Promoter Score (NPS) Avg Sentiment NPS Status

AI Knowledge Wiki

Wiki Explorer

Initializing tree...

Welcome.md

System

Select a file from the explorer to begin reading, or compile database sessions in the compilation manager.

Knowledge Graph Connections

Drag nodes to explore

Interactive Wiki RAG Assistant

Hello! I am your Wiki RAG assistant. Ask me anything about the compiled knowledge graph!

Lecture Compilation Manager

Select lecture sessions from the SQL database to compile into compounding Wiki Markdown files.

Select Speaker Name Lecture Date Responses Wiki Status
Querying database sessions...

Compile Progress

No active compilation queue.

Compiler Console Logs

[SYSTEM] Console ready.