Hub_of_Epstein_Files_Directory

Timeline Generator Bot

Purpose

Creates chronological timelines from documents.

Features

• Date extraction
• Event sequencing
• Timeline visualization
• Multi-source correlation

Configuration

Bot Settings

bot_name: timeline-bot
capacity: 5000  # documents per day
priority: normal

Usage

Basic Usage

# Generate timeline from documents
python timeline-bot/generate.py --source docs/ --output timeline.html

# Generate timeline for specific person
python timeline-bot/generate.py --entity "Person Name" --output timeline.json

# Generate timeline for date range
python timeline-bot/generate.py --start 2000-01-01 --end 2020-12-31

API Usage

from bots.timeline_bot import TimelineBot

bot = TimelineBot()
timeline = bot.generate_timeline("Person Name")
print(timeline)

Output Format

Timeline Structure

{
  "entity": "Person Name",
  "events": [
    {
      "date": "2015-06-15",
      "description": "Event description",
      "source_document": "doc_id_123",
      "location": "New York",
      "confidence": 0.95
    }
  ],
  "date_range": {
    "start": "2000-01-01",
    "end": "2020-12-31"
  }
}

HTML Output

Generates an interactive HTML timeline with:

• Zoomable date range
• Clickable events
• Source links
• Visual markers

Dependencies

• Python 3.9+
• Azure Form Recognizer
• Plotly (for visualization)

Installation

pip install -r requirements.txt

Status

⚠️ In Development - This bot is currently being developed. Full implementation coming soon.

Contributing

See CONTRIBUTING.md for guidelines.

Support

• GitHub Issues for bugs
• GitHub Discussions for questions