zilliz-bootcamp

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28 repositories

bootcamp
Public
The bootcamp for Milvus, including benchmarking, solutions, and application scenarios.
Jupyter Notebook
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Apache License 2.0
•586•3•0•0•Updated Aug 11, 2021Aug 11, 2021
text_search
Public
This project uses Milvus and Bert to build a text search system.
text-search similarity-search bert-model milvus
TypeScript
•3•8•0•0•Updated Aug 10, 2021Aug 10, 2021
milvus_monitoring_and_alarm
Public
This project uses Prometheus and Grafana to implement monitoring and alerting of milvus
grafana prometheus milvus
0•0•0•0•Updated Aug 10, 2021Aug 10, 2021
covid_19_data_research
Public
This system contains the API server, neural models, and UI client, a neural search engine for the COVID-19 Open Research Dataset (CORD-19) , and is referred to covidex.
similarity-search hnsw fastapi milvus covid-19
TypeScript
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Apache License 2.0
•0•2•0•0•Updated Aug 10, 2021Aug 10, 2021
graph_based_recommend
Public
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.
flask embeddings recommender-system similarity-search graph-recommendations milvus
Python
•1•8•1•0•Updated Aug 10, 2021Aug 10, 2021
milvus_tutorials_on_googlecolab
Public
This tutorial will show you how to install Milvus from source code and run the python code on Google Colab.
python jupyter-notebook googlecolab milvus
Jupyter Notebook
•1•0•0•0•Updated Aug 10, 2021Aug 10, 2021
milvus_mixed_query
Public
This project shows a case of milvus mixed query
milvus mixed-query
Python
•0•2•0•0•Updated Aug 10, 2021Aug 10, 2021
multi_factor_authentication
Public
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.
voice-recognition face-recognition face-detection mfa similarity-search deepspeech insightface milvus
Python
•3•5•0•0•Updated Aug 10, 2021Aug 10, 2021
personalized_recommender_system
Public
Build a personalized movie recommendation system based on paddle and Milvus
recommendation-system recommender-system movie-recommendation similarity-search paddlepaddle milvus
Python
•2•5•0•0•Updated Aug 10, 2021Aug 10, 2021
Milvus_distributed_based_mishards
Public
Milvus distributed Solution Based on Mishards, a Sharding Middleware for Milvus Clusters
distributed milvus mishards
0•5•0•0•Updated Aug 10, 2021Aug 10, 2021
milvus_hybrid_search_based_postgres
Public
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.
postgres milvus hybrid-search vectors-and-structured-data
Python
•1•9•0•0•Updated Aug 10, 2021Aug 10, 2021
item_based_recommend
Public
This project combines milvus and bert to implement an item-based text recommendation system.
TypeScript
•0•0•0•0•Updated Aug 10, 2021Aug 10, 2021
milvus_load_balance
Public
This project is using nginx to implement load balancing for milvus
nginx load-balance milvus
Python
•0•0•0•0•Updated Aug 10, 2021Aug 10, 2021
intelligent_question_answering_v2
Public
This project combines the model provided by Bert and Milvus to realize a question and answer (QA) system.
qa deep-learning intelligent-qa qa-robot
Python
•6•25•1•0•Updated Aug 10, 2021Aug 10, 2021
milvus_benchmark
Public
The main content of this project is Milvus benchmark test
benchmark performance accuracy milvus
Python
•1•3•0•0•Updated Aug 10, 2021Aug 10, 2021
chemical_similarity_search
Public
Converting chemical formulae to fingerprints and then compared for similarity in Milvus.
docker fingerprint chemical rdkit similarity-search milvus
TypeScript
•3•7•0•0•Updated Aug 10, 2021Aug 10, 2021
milvus_high_availability
Public
Milvus high-availability (HA) solution based on keepalived.
keepalived ha high-availability milvus
Shell
•0•3•0•0•Updated Aug 10, 2021Aug 10, 2021
milvus_search_based_partition
Public
This project implements hybrid search of vectors and structured data based on Milvus Partitions.
partition milvus hybrid-search
Python
•0•0•0•0•Updated Aug 10, 2021Aug 10, 2021
intelligent_question_answering_robot
Public
This project combines the model provided by Bert and Milvus to realize a question and answer (QA) system.
qa deep-learning milvus intelligent-qa qa-robot
TypeScript
•2•7•0•0•Updated Aug 10, 2021Aug 10, 2021
image_search_v2
Public
image-search milvus
Python
•7•18•1•0•Updated Aug 10, 2021Aug 10, 2021
recipe_retrieval
Public
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.
deep-learning recipe-search milvus im2recipe
Python
•3•3•0•0•Updated Aug 10, 2021Aug 10, 2021
image_text_search
Public
The project is based on an image and text retrieval system
embedding similarity-search milvus tirg
Python
•2•10•0•1•Updated Aug 10, 2021Aug 10, 2021
image_search
Public
This project use VGG model to get image embeddings. Then Milvus is used to search the similarity images.
ai vgg image-search vector-search milvus
TypeScript
•11•35•2•1•Updated Aug 10, 2021Aug 10, 2021
video_search
Public
This project shows how to use the image feature extraction model VGG and the vector search engine Milvus to build an video search system
vgg16 video-search vector-search milvus
JavaScript
•3•3•0•1•Updated Aug 10, 2021Aug 10, 2021
audio_search
Public
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.
embeddings sound-processing similarity-search sound-detection audio-search vector-search milvus
Python
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MIT License
•6•22•0•0•Updated Aug 10, 2021Aug 10, 2021
Kubernetes
Public
Deploy Milvus distributed clusters based on Kubernetes
kubernetes helm sharding vector-search milvus
0•1•0•0•Updated Aug 10, 2021Aug 10, 2021
pedestrian_search
Public
Search targeted pedestrians with the text.
deep-learning cross-modal pedestrian milvus
Python
•1•4•0•0•Updated Aug 10, 2021Aug 10, 2021
video_analysis
Public
Recognize faces and objects in the video based on Milvus.
deep-learning python3 video-processing face-recognition object-recognition milvus
Python
•12•21•2•0•Updated Aug 10, 2021Aug 10, 2021