Paritok is a non-destructive compression gateway for AI coding agents, reducing input token costs and extending session lengths by compressing tools, files, and history on the fly without altering agent functionality. Key benefits include:
- Non-destructive Compression: Filters, compresses, and summarizes tool schemas, history, and file reads while retaining critical identifiers and responses.
- Cost Savings: Reduces input token bills by up to 85%, saving developers thousands annually on AI API costs.
- Extended Sessions: Enables longer coding agent sessions by compacting context, allowing more work within token limits.
- Easy Integration: One environment variable setup works with any OpenAI/Claude-compatible upstream model (Claude, CodeCursor, Codex, etc.).
- Open-Source & Self-Hosted: Free Apache-2.0 licensed model available for self-hosting, requiring ~2.5GB memory (runs on 8GB cards).
Perfect for developers and AI coding agents working with Claude, OpenAI, or compatible models, seeking to reduce token costs and extend session lengths without compromising tool functionality.
