Hub_of_Epstein_Files_Directory

Summarization Bot

Purpose

Generates summaries of documents and collections.

Features

Configuration

Bot Settings

bot_name: summarization-bot
capacity: 10000  # documents per day
priority: normal

Usage

Basic Usage

# Summarize a single document
python summarization-bot/summarize.py --file path/to/document.pdf

# Summarize multiple documents
python summarization-bot/summarize.py --directory path/to/documents/

# Generate executive summary
python summarization-bot/summarize.py --file document.pdf --format executive

API Usage

from bots.summarization_bot import SummarizationBot

bot = SummarizationBot()
summary = bot.summarize_document("path/to/document.pdf")
print(summary)

Output Format

Summary Structure

{
  "document_id": "abc123",
  "brief_summary": "50-100 word summary",
  "key_points": [
    "Point 1",
    "Point 2",
    "Point 3"
  ],
  "important_dates": ["2024-01-01"],
  "key_names": ["Person A", "Person B"],
  "relevance_score": 0.85
}

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