Open-Knowledge-Format-vs-RAG — OKF Bundle for RAG Pipelines
OKF ✓ v0.1Comparing Google's Open Knowledge Format (OKF) against Traditional RAG on the same document. FastAPI backend, Streamlit UI, FAISS vector search vs linked markdown traversal, powered by Groq Llama 3.3. No embeddings needed for OKF, no vector database required.
Best for
- RAG (Retrieval Augmented Generation) pipelines
What it does
- Comparing Google's Open Knowledge Format (OKF) against Traditional RAG on the same document.
- FastAPI backend, Streamlit UI, FAISS vector search vs linked markdown traversal, powered by Groq Llama 3.3.
- No embeddings needed for OKF, no vector database required..
How to use with AI agents
Step 1: Clone the repository
git clone https://github.com/avinashmanivannan03/Open-Knowledge-Format-vs-RAG
cd Open-Knowledge-Format-vs-RAGStep 2: Point your AI agent at the bundle directory
# Claude Code
claude /path/to/Open-Knowledge-Format-vs-RAG# Cursor
cursor /path/to/Open-Knowledge-Format-vs-RAG# OpenCode
opencode /path/to/Open-Knowledge-Format-vs-RAGFrequently Asked Questions
Is Open-Knowledge-Format-vs-RAG OKF conformant?
Yes, Open-Knowledge-Format-vs-RAG is OKF conformant (version 0.1). This means it follows the Open Knowledge Format specification.
How do I install Open-Knowledge-Format-vs-RAG?
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 Open-Knowledge-Format-vs-RAG?
Open-Knowledge-Format-vs-RAG works with any AI agent that supports OKF bundles, including Claude Code, Cursor, OpenCode. Just point your agent at the bundle directory.
What are alternatives to Open-Knowledge-Format-vs-RAG?
Similar bundles include okf-agents, okf-graphify, okf-tools. Browse these for alternative approaches and feature sets.