Milvus Vector Database Vector Databases
Tools, integrations, and applications built specifically for Milvus vector database operations—including setup, CRUD operations, search functionality, and domain-specific implementations like image/text search and recommendations. Does NOT include general vector database comparisons, non-Milvus vector stores, or generic RAG frameworks.
There are 25 milvus vector database tools tracked. 2 score above 70 (verified tier). The highest-rated is milvus-io/pymilvus at 91/100 with 1,352 stars and 14,039,413 monthly downloads. 3 of the top 10 are actively maintained.
Get all 25 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=milvus-vector-database&limit=20"
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
milvus-io/pymilvus
Python SDK for Milvus Vector Database |
|
Verified |
| 2 |
milvus-io/milvus
Milvus is a high-performance, cloud-native vector database built for... |
|
Verified |
| 3 |
langchain-ai/langchain-milvus
The LangChain wrapper of Milvus vector database for efficient vector search,... |
|
Established |
| 4 |
milvus-io/bootcamp
Dealing with all unstructured data, such as reverse image search, audio... |
|
Established |
| 5 |
zilliztech/attu
The Best GUI for Milvus |
|
Established |
| 6 |
zilliztech/milvus-operator
The Kubernetes Operator of Milvus. |
|
Established |
| 7 |
milvus-io/milvus_cli
Milvus Command Line |
|
Emerging |
| 8 |
milvus-io/milvus-insight
Milvus management GUI |
|
Emerging |
| 9 |
zilliztech/milvus-skill
Agent skill that teaches LLMs to operate Milvus vector database using... |
|
Emerging |
| 10 |
HelgeSverre/milvus
A PHP Client for the Milvus Vector Database Rest API |
|
Emerging |
| 11 |
zilliztech/awesome-milvus
A curated list of awesome Milvus projects and resources. |
|
Experimental |
| 12 |
ballerina-platform/module-ballerinax-ai.milvus
This is the source code of the Milvus vector store implementation for the... |
|
Experimental |
| 13 |
matrixji/python-milvus-server
Start milvus server in python |
|
Experimental |
| 14 |
ballerina-platform/module-ballerinax-ai.weaviate
This is the source code of the Weaviate vector store implementation for the... |
|
Experimental |
| 15 |
ballerina-platform/module-ballerinax-milvus
This is the source code of the Milvus vector database for Ballerina |
|
Experimental |
| 16 |
CentralFloridaAttorney/zmongo_retriever
zmongo_toolbag contains an easy to use MongoDB wrapper with a Langchain... |
|
Experimental |
| 17 |
tryAGI/Milvus
C# SDK for the Milvus vector database REST API -- collections, vectors,... |
|
Experimental |
| 18 |
pixelcaliber/MedSearch
Vector Search Application for Image Similarity Search, specifically designed... |
|
Experimental |
| 19 |
DreamSoul-AI/ColData
Dataset Search Engine with Vector Database |
|
Experimental |
| 20 |
jwj1111/milvus_guidance_vector_database
Usage Instructions for Milvus for Production Purposes |
|
Experimental |
| 21 |
APIJSON/apijson-milvus
腾讯 APIJSON 的 Milvus AI 向量数据库插件。A Milvus plugin for Tencent APIJSON. |
|
Experimental |
| 22 |
satyamsoni/milvus-image-search
Vector Database Setup, Image ingestion and Search - Small Sample |
|
Experimental |
| 23 |
bensalem14/Milvus-Overview
A short introduction to vector databases and milvus database, with a sample code |
|
Experimental |
| 24 |
satyamsoni/milvus-text-search
Vector Database Setup, unstructured text document ingestion and Search - Small sample |
|
Experimental |
| 25 |
JocelynVelarde/techie-matcher-mlh
Join Jocelyn. Coach at MLH, for a beginner-friendly track where you’ll dive... |
|
Experimental |