Phantom-VK/NoRefund — Offline token counter and LLM cost calculator for PDF, DOCX and PPTX files.

Description and use

Phantom-VK/NoRefund: Phantom-VK/NoRefund helps add AI capability without starting from a blank model stack.. Use it for prototype AI features; build RAG or agent workflows. Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Problem

Phantom-VK/NoRefund helps add AI capability without starting from a blank model stack.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Evidence

Offline token counter and LLM cost calculator for PDF, DOCX and PPTX files. Real tokenizers, context-window fit, API cost estimates. Nothing leaves your machine.

Source