Milvus Kernel for Jupyter

Recognize faces and objects in the video based on Milvus.

Search targeted pedestrians with the text.

This project use PANNs for audio tagging and sound event detection, and finally get audio embeddings. Then Milvus is used to search the similarity audio items.

The project is based on an image and text retrieval system

This project implements a picture and recipe retrieval system based on milvus. That is, input a food picture and return the recipe corresponding to the picture.

This project implements hybrid search of vectors and structured data based on Milvus Partitions.

The main content of this project is Milvus benchmark test

This project is using nginx to implement load balancing for milvus

This project provides an example of consolidating Milvus (vector search engine) and PostgreSQL (relational database) to carry out the hybrid search of vectors and structured data.

Build a personalized movie recommendation system based on paddle and Milvus

The biological MFA(multi-factor authentication) system ues InsightFace to extract face features and DeepSpeaker to extract voice features, and then performs hybrid authentication in Milvus.

This project shows a case of milvus mixed query

This project uses graph convolutional neural networks to generate embeddings, and then uses Milvus retrieval to implement a recommendation system. It provides flask services and a front-end interface.

Open Source, Cloud Native, RESTful Search Engine Powered by Neural Networks

Face Detection and Feature Extraction Rabbit-MQ

Full example of semantic search system

基于PaddleRec的电商推荐系统（Linux部署版）