MilMil A Milvus-powered FAQ Chatbot that Answers Questions About Milvus

What this post added

This post details the architecture and implementation of MilMil, a Milvus-powered FAQ chatbot. It explains how Milvus is used for vector similarity retrieval to answer user questions. The system utilizes the `sentence-transformers/paraphrase-mpnet-base-v2` model for generating vector representations of FAQs, which are then stored in Milvus. PostgreSQL is used to store question-answer pairs linked by vector IDs. When a user submits a question, it's converted to a vector, and Milvus retrieves the most semantically similar vectors. The corresponding questions and answers are then presented to the user. The post also provides a link to the relevant code in the Milvus bootcamp.