Orellis Codebase AI Assistant

Example Use Cases

• 1

  Query and explore Python codebases locally using natural language.

• 2

  Perform CPU-optimized local inference with embedded code data.

• 3

  Secure, private onboarding assistance with local codebases without cloud dependencies.

Description

Orellis is a local Model Context Protocol (MCP) server that allows engineers to query and explore their Python codebases using natural language. It leverages sentence-transformers and FAISS for embedding and retrieval of code chunks, and runs a local Large Language Model (LLM) for inference. This ensures that all operations remain local to the user's machine, maintaining privacy and security of the codebase.