Local LLM
agent-console
Local-first dashboard of tokens, models, and cost for coding agents.
★ 800 starsMIT
View guide →Compression gateway that cuts AI coding agents' token bills up to 85%.
paritok-4b-v1 is an open-source ai agents project by Paritok-official (Paritok-official/paritok-4b-v1 on GitHub). It has 1,451 GitHub stars and 140 forks, is released under the Apache-2.0 license, and was last updated on GitHub on 26 September 2026.
Download the gateway source.
Pull the Python packages it needs.
Route agent traffic through the gateway.
Monitor compression across sessions.
Context shrinks without losing meaning.
Immediate token reduction.
Compounding savings as context saturates.
More conversation per context window.
Drop-in proxy for agent traffic.
Strong agentic-coding adoption.
Download the source and move into the project folder.
git clone https://github.com/Paritok-official/paritok-4b-v1.git
cd paritok-4b-v1Pull the Python packages it needs.
pip install -r requirements.txtLaunch it and route agents through it.
python gateway.pyIt is an open-source project at Paritok-official/paritok-4b-v1 with 140 forks.
Yes. It is Apache-2.0 licensed.
25% on turn one, past 85% in long or saturated sessions, per the project.
It is described as non-destructive — context shrinks without losing meaning.
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Local-first dashboard of tokens, models, and cost for coding agents.
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