Hub_of_Epstein_Files_Directory

Cross-Reference Bot

Purpose

Identifies connections between documents and entities.

Features

Configuration

Bot Settings

bot_name: cross-reference-bot
capacity: 15000  # documents per day
priority: normal

Usage

Basic Usage

# Find cross-references for a document
python cross-reference-bot/analyze.py --file path/to/document.pdf

# Find all documents related to a person
python cross-reference-bot/analyze.py --entity "Person Name"

# Generate relationship map
python cross-reference-bot/analyze.py --entity "Person Name" --output map.json

API Usage

from bots.cross_reference_bot import CrossReferenceBot

bot = CrossReferenceBot()
connections = bot.find_connections("document_id_123")
print(connections)

Output Format

Connection Structure

{
  "document_id": "abc123",
  "related_documents": [
    {
      "id": "def456",
      "connection_type": "same_person",
      "strength": 0.92,
      "shared_entities": ["Person A", "Location B"]
    }
  ],
  "entity_network": {
    "nodes": ["Person A", "Person B", "Organization C"],
    "edges": [
      {"from": "Person A", "to": "Person B", "type": "associated"}
    ]
  }
}

Dependencies

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