This Repo ENABLES Infinite Context in Claude Code & Deepseek!
Cline Desktop: https://cline.gg/desktop-aickClinePass: https://cline.gg/clinepass-aick
PandaCode: https://github.com/aicodeking/pandacode
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In this video, I'll show you billion-context, a small proxy that sits between your AI coding agent and the model API and lets the model compress its own history. I'll go over how its four tools work, what the author's paper and the third-party benchmarks on DeepSeek V4.1 Flash actually say, and the three ways to install it. Then I'll show how I would set it up with Cline and ClinePass through the OpenAI Compatible base URL, and where Cline Desktop and PandaCode fit in. I'll also cover the limitations, so you know what you are getting before you install it.
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Key Takeaways:
🚀 Billion-context is a proxy between your agent and the model API, and it aims at month-long single sessions and billions of tokens through one context window.
🧠 It gives the model four tools (compress, decompress, search context and ACP status), so the model decides when and what to compress.
🔀 Compression is incremental and reversible, and it keeps the prompt cache intact, with a healthy session at a 95 to 97 percent cache hit rate.
📊 The author's paper covers 4.5 months of real use, 174 thousand model calls and 18.76 billion input tokens, with zero context window overflows on 200K models.
💸 On ContextBench it came first with an F1 of 0.31 against 0.29 for full context, and it cost $4.61 instead of $11.05.
⚠️ On a 1.48 million token test, full context failed 199 out of 199 times while billion-context survived with about 30 times compression, but exact-sentence recall dropped from 69 to 27 percent.
💻 You can install it as a native plugin, run it as a launcher like bili claude, or put the proxy address in front of any base URL.
🎯 With ClinePass at $9.99 per month, you point Cline's OpenAI Compatible provider at the proxy and use cline-pass/deepseek-v4.1-flash as the model.
👥 Cline Desktop lists OpenAI Compatible as a provider, so the same recipe should work there, and PandaCode's long-lived architect is where compression helps the most.
✅ It is moving fast and has real limitations, but if your long sessions keep dying or costing too much, it is definitely worth a try. Receive SMS online on sms24.me
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