Milvus Vector Store

Here are two sample scripts which work with loading and querying data from a Milvus Vector Store.

Prerequisites

• An Milvus Vector Database
  • Hosted https://milvus.io/
  • Self Hosted https://milvus.io/docs/install_standalone-docker.md
• An OpenAI API Key

Setup

1. Set your env variables:

• MILVUS_ADDRESS: Address of your Milvus Vector Store (like localhost:19530)
• MILVUS_USERNAME: empty or username for your Milvus Vector Store
• MILVUS_PASSWORD: empty or password for your Milvus Vector Store
• OPENAI_API_KEY: Your OpenAI key

2. cd Into the examples directory
3. run npm i

Load the data

This sample loads the same dataset of movie reviews as sample dataset. You can install https://github.com/zilliztech/attu to inspect the loaded data.

run npx tsx milvus/load

Use RAG to Query the data

Check out your data in Attu and change the sample query as you see fit.

run npx tsx milvus/query