RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-Benchmark — OKF Bundle for Tooling and SDKs
DraftA hands-on comparison of two ways to give a language model access to a knowledge base: classic Retrieval-Augmented Generation (RAG) using embeddings and vector search, versus Google's Open Knowledge Format (OKF), a markdown-based knowledge representation released in mid-2026.
Best for
- Developer tooling
What it does
- Portable knowledge package that AI agents can load and use at runtime
- Version-controlled with standard Git workflows for collaboration
How to use with AI agents
Step 1: Clone the repository
git clone https://github.com/Thanush-pk/RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-Benchmark
cd RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-BenchmarkStep 2: Point your AI agent at the bundle directory
# Claude Code
claude /path/to/RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-Benchmark# Cursor
cursor /path/to/RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-Benchmark# OpenCode
opencode /path/to/RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-BenchmarkFrequently Asked Questions
Is RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-Benchmark OKF conformant?
No, RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-Benchmark is currently marked as a draft bundle. It may not fully follow the OKF specification yet.
How do I install RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-Benchmark?
Clone the repository and point your AI agent at the bundle directory. The agent will automatically discover and load the OKF knowledge. No additional tools or SDKs are required.
What AI agents can use RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-Benchmark?
RAG-vs-OKF-Open-Knowledge-Formatter-A-Retrieval-Benchmark works with any AI agent that supports OKF bundles, including Claude Code, Cursor, OpenCode. Just point your agent at the bundle directory.