Projects

Elysia

Agentic RAG package and application built on top of Weaviate, fully open source and customisable.

LLMs · RAG · Agentic RAG · Vector Database

Elysia is an agentic platform designed to use tools in a decision tree. A decision agent decides which tools to use dynamically based on its environment and context. You can use custom tools or use the pre-built tools designed to retrieve your data in a Weaviate cluster.

Built for and on top of Weaviate, I designed this as an easy-to-use Python platform that uses LLMs to manage decisions in a decision tree which is customisable by the user.

Elysia reached nearly 2k stars on GitHub and more than 30k downloads on PyPI.