Zilliz

GPTCache

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

attu

Web UI for Milvus Vector Database

VectorDBBench

Benchmark for vector databases.

feder

Visualize hnsw, faiss and other anns index

knowhere

Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.

akcio

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

milvus-backup

Backup and restore tool for Milvus

pyglass

Graph Library for Approximate Similarity Search

milvus_cli

Milvus Command Line

milvus-helm

milvus-operator

The Kubernetes Operator of Milvus.

starling

vts

VTS is a tool designed for the transformation and transportation of vectors and unstructured data.

milvus-cdc

Milvus-CDC is a change data capture tool for Milvus. It can capture the changes of upstream Milvus collections and sink them to downstream Milvus.

cloud-vectordb-examples

Zilliz Cloud examples

awesome-milvus

A curated list of awesome Milvus projects and resources.

milvus

A cloud-native vector database, storage for next generation AI applications

kafka-connect-milvus

kafka-connect-milvus sink connector

milvus-migration

Retriever-for-GPTs

An external retriever for GPTs implemented with Zilliz Cloud Pipelines, a more flexible and economic alternative to default GPTs knowledge base.

spark-milvus

spark connector for Milvus

terraform-provider-zillizcloud

zilliz-cloud-typescript-example

zdoc-demos

codelabs

Zilliz codelabs

milvus-gather

seatunnel

SeaTunnel is a next-generation super high-performance, distributed, massive data integration tool.

homebrew-tap

xxl-job

A distributed task scheduling framework.（分布式任务调度平台XXL-JOB）

zilliz-byoc-prepare