Prometheus FAQs

Question 1

What is Prometheus?

Accepted Answer

Prometheus is a professional-grade server designed to break down large PDF documents into manageable, AI-consumable chunks. It ensures visual content is preserved and token limits are respected for efficient language model processing.

Question 2

How does Prometheus make PDFs accessible to AI and LLMs?

Accepted Answer

It leverages intelligent splitting and token-aware text extraction using `tiktoken` to create digestible chunks that fit within LLM context windows, making massive documents usable for AI analysis while maintaining data integrity.

Question 3

Does Prometheus preserve charts, graphs, and formatting during processing?

Accepted Answer

Yes, a core feature of Prometheus is 'Visual Preservation,' which ensures that all visual content, including charts, graphs, and original formatting, remains intact when splitting or extracting from PDFs.

Question 4

What advanced features does Prometheus offer?

Accepted Answer

Prometheus provides comprehensive PDF metadata and processing estimates, precise extraction of specific page ranges, production-ready design with structured logging and error handling, memory optimization, and security features like file size limits.

Question 5

Can Prometheus be customized for different document sizes or LLM token limits?

Accepted Answer

Absolutely. Prometheus supports flexible configuration via environment variables, allowing users to set maximum file sizes, pages per chunk, token limits per text chunk, processing timeouts, and other performance and output settings.

Prometheus

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