zhuwenxing/awesome-milvus

A curated list of awesome Milvus projects and resources.

Awesome Milvus

🎉 A curated list of awesome things related to Milvus.

Milvus is an open-source vector database for scalable similarity search and AI applications.

Contents

• Projects
• SDKs
• Tools
• Related repos
• Papers
• Contribute

Projects

• towhee - Towhee is a framework that helps you encode your unstructured data into embeddings.
• haystack - Haystack is an open source NLP framework that leverages Transformer models.
• NVTabular - NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
• milvus-bootcamp - Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

SDKs

• pymilvus - SDK for Python.
• milvus-sdk-go - SDK for Golang.
• milvus-sdk-java - SDK for Java.
• milvus-sdk-node - SDK for Node.
• qmilvus - A simple go milvus connector.

Tools

• attu - A Web UI.
• milvus_cli - A CLI tool.
• milvus-operator - Milvus operator for k8s deployment.
• milvus-helm - Helm chart for Milvus deployment.

Related repos

• faiss - Faiss lib.
• hnsw - HNSW lib.
• annoy - Annoy lib.

Papers

• milvus 1.0 - Sigmoid paper.

Contribute

Contributions welcome! Read the contribution guidelines first.