This project provides a developer starter stack to build AI companions with customizable personalities and backstories. It uses vector database similarity search to retrieve relevant context and includes conversation history in the prompt to maintain memory across interactions. The stack currently supports ChatGPT and Vicuna models hosted on Replicate.