i3

What problem does it solve?

This Skill automates the creation of a RAG (Retrieval-Augmented Generation) system from research papers, enabling efficient local vector database construction with zero cost for embeddings and database.

Core Features & Use Cases

• RAG System Builder: Creates a RAG system from PRISMA-selected papers.
• Zero-Cost Stack: Utilizes free local embeddings (all-MiniLM-L6-v2) and ChromaDB.
• PDF Handling: Downloads PDFs, extracts text, chunks documents, and builds a vector database.
• Use Case: When you have a collection of research papers and need to build a searchable knowledge base for AI-powered analysis, this Skill streamlines the entire process.

Quick Start

Use the i3 skill to build a RAG system for the project located at /path/to/your/project.