ai-agent

R-KV: Optimize Reasoning

Founders get efficient cache compression with R-KV, a tool for reasoning models.
1,205 stars195 forksPythonGuide quality 8/10Updated 7/20/2026100% free · open source
What it does

R-KV provides efficient cache compression for reasoning models by reducing redundancy in key-value stores, optimizing performance and memory usage.

When to use it
  • When deploying large-scale reasoning models that require significant cache storage
  • When optimizing model performance is crucial, and cache compression can provide a significant speed boost
  • When memory usage needs to be minimized, such as in edge devices or low-resource environments
Ready-to-paste prompt
python examples/example.py --cache_size 1000 --compression_ratio 0.5
Heads up: Ensure you have the required Python version (>=3.8) and necessary dependencies installed, as specified in the README, to avoid compatibility issues
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Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/r-kv && curl -fsSL https://workflowstacks.com/api/skills/r-kv/claude-skill -o ~/.claude/skills/r-kv/SKILL.md
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Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

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What's inside — free to inspect

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5
top-level files
11
folders
63.2M
source size
license
Key files
README.md
requirements.txt
File tree
.github/
.history/
FlashInfer/
HuggingFace/
Mini-SGLang/
Nano-vLLM/
results/
rkv/
SGLang/
tests/
vLLM/
.DS_Store
.gitignore
README.md
requirements.txt
setup.py
Quick Actions
Details
Creator
Zefan-Cai
Language
Python
Category
ai-agent
Published
5/29/2025

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