The first vision plugin for DeepSeek Harness, and a vision bridge for text-only coding agents. Paste an image and receive structured JSON evidence back β OCR, layout, and semantic understanding β ready for any agent to act on.
billion-context
Model-Driven Incremental Hierarchical Compression: Training-Free Multi-Generational Context Management for Long-Lived Coding Agents (English, v0.2) π The paper itself isβ¦
Plugin facts
Screenshots
Install this DSH plugin
Copy the command below and run it in your DeepSeek Harness terminal.
dsh plugin add github:ranxianglei/billion-context Plugins run with the permissions of your dsh process and may execute code at install time. Review the source repository and its license before installing. Pin the commit hash for reproducible installs. Plugin safety β
More about this plugin
open-sourced under the MIT License as part of the codebase (paper/).
Related guides
Learn how to choose, install, and use tools & capabilities plugins.
About this plugin: billion-context
What is billion-context?
billion-context is a tools & capabilities plugin maintained by ranxianglei. Model-Driven Incremental Hierarchical Compression: Training-Free Multi-Generational Context Management for Long-Lived Coding Agents (English, v0.2) π The paper itself isβ¦
How do I install billion-context?
Run dsh plugin add github:ranxianglei/billion-context in your DeepSeek Harness terminal. The dsh CLI resolves the plugin from GitHub and installs it into your active profile. For reproducible installs, pin a commit hash: dsh plugin add github:ranxianglei/billion-context#commit.
Is billion-context free?
billion-context is a community open-source project released under the NOASSERTION license. You can inspect its source and install it for free.
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