Overview
Creatrweb RAG is a locally hosted Retrieval-Augmented Generation system. It indexes personal documents from a specified folder and enables a terminal-based AI agent to answer questions using that context.
Technology Stack
By leveraging Mistral's advanced embedding models and a local SQLite database, this project provides a privacy-focused way to interact with your data using artificial intelligence.
- Vector Search: Custom cosine similarity implementation for relevant document retrieval.
- Mistral AI: High-performance AI agents for generating contextual responses.
- Local-First: Keeps your documents on your machine for maximum security and ownership.