---
name: "notebooklm-pro"
description: "Advanced conversational research and document analysis with session-based RAG. Upload documents, ask questions with context preservation, synthesize knowledge across sources, and generate audio summaries. Powered by Gemini 2.5 with multi-modal support."
version: "1.0.0"
author: "@aegntic"
tags: ["research", "documents", "rag", "analysis", "synthesis", "gemini"]
trigger_patterns:
  - "notebooklm"
  - "research"
  - "document analysis"
  - "knowledge synthesis"
  - "conversational research"
  - "multi-source analysis"
  - "document chat"
  - "research synthesis"
allowed_tools: ["Bash", "Read", "Write", "Edit"]
---

# NotebookLM Pro

## Overview

Advanced conversational research with **session-based RAG** and multi-source synthesis. Powered by Gemini 2.5 for comprehensive document analysis.

## Key Features

### **Session-Based RAG** 🧠
Context preserved across questions:
```
Q1: "What are the main findings?"
Q2: "How does that relate to methodology?" ← Context from Q1
Q3: "What are the limitations?" ← Context from Q1 & Q2
```

### **Multi-Source Synthesis** 🔗
- Compare different sources
- Identify contradictions
- Create unified knowledge bases
- Cross-document insights

### **Gemini 2.5 Powered** 🤖
- **1M token context** - Analyze entire books
- **Real-time grounding** - Web search
- **Multi-modal** - Text, images, audio, video
- **Citations** - Source-verified answers

## Authentication

```bash
notebooklm auth
```

## Usage

### Create & Upload
```bash
# Create notebook
notebooklm create "AI Ethics Research"

# Upload documents
notebooklm upload ./papers/*.pdf -n "AI Ethics Research"
notebooklm add-url https://ai-ethics.org -n "AI Ethics Research"
```

### Conversational Research
```bash
# Interactive session
notebooklm chat -n "AI Ethics Research"

# Single question
notebooklm ask "What are the key takeaways?" -n "AI Ethics Research"
```

### Synthesis
```bash
# Generate summary
notebooklm synthesize -n "AI Ethics Research" --format executive-summary

# Compare sources
notebooklm compare -n "AI Ethics Research" --topic methodology

# Audio summary
notebooklm audio -n "AI Ethics Research" --format podcast
```

## Supported Formats
- PDF, Word, PowerPoint, Excel
- Markdown, Text, CSV, JSON
- Web pages, YouTube videos

## Integration

Works seamlessly with:
- **UltraPlan Pro** - Strategic research
- **Google Labs** - Visual presentations
- **Red Team Tribunal** - Validate findings

---

**NPM**: @aegntic/notebooklm-pro