Toolbit.ai
Toolbit.ai
Vector DatabaseAI DevelopmentData Search

Milvus

Scale vector similarity search for AI applications

Monthly Visits: 556.0K
Freemium
Free Version
API Available
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Milvus

What is Milvus?

Milvus is a high-performance vector database that helps you store and search through massive datasets of vectors efficiently. It's perfect for AI developers building things like recommendation systems or image search tools. With easy deployment options, you can start small for prototyping and scale up to handle billions of vectors for production use.

Key Features of Milvus

  1. 1

    Scalability

    Handle billions of vectors with elastic distributed deployment

  2. 2

    Speed

    Retrieve data quickly using global indexing for accurate results

  3. 3

    Reusability

    Write code once and deploy easily across different environments

  4. 4

    Rich Features

    Includes metadata filtering, hybrid search, and multi-vector support

Milvus AI Tool Use Cases

  • 🔍
    RAG applications
  • 🖼️
    Image similarity search
  • 🔗
    Multimodal search
  • Hybrid search
  • 📊
    Graph RAG

Pros & Cons of Milvus

Pros (4)

  • Highly scalable for large datasets
  • Fast vector similarity search
  • Reusable code across deployments
  • Feature-rich with multiple search types

Cons (2)

  • May have a learning curve for beginners
  • Managed version (Zilliz Cloud) might incur costs

More Info About Milvus

Who is using milvus?

This tool is best for:

  1. AI Developers
  2. Data Engineers
  3. Machine Learning Engineers

Milvus's Tags

Explore more niche AI tool websites by clicking on a tag* (works only if it has enough tools).

#AISearch #OpenSource #GenAI#VectorDatabase#SimilaritySearch

Website Analytics of Milvus

Milvus Website Traffic & SEO Analysis:

Recent data shows that Milvus has 556.0K monthly visits (-0.2% decrease from the previous month), 50.0% bounce rate, and average 2.27 pages per visit.
Traffic is primarily driven by 6 different sources, with users from 5 countries worldwide, led by China contributing 30% of total traffic. SEO performance is shown by 5 tracked keywords, with "milvus" being the top-performing keyword with 31.6K monthly searches. See below for more info.

Monthly Visits

556.0K

(~0%)

Pages per Visit

2.27

Bounce Rate

50.0%

Average Time on Site

1m 59s

Traffic Trend(Jul 2025 - Sep 2025)

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Top Keywords

SEO KeywordVolumeCPC
milvus
31.6K$1.61
nano banana
9.3M-
gemini cli update
10.0K-
milvus vector database
1.6K$2.79
milvus docker
630-

Traffic Sources Distribution

Traffic Share by Source

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Source Breakdown Details

SourceTraffic Share
Direct
41%
Search
49%
Social
1%
Referrals
8%
Paid Referrals
1%

Global Traffic Distribution

Traffic Share by Country

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Geographic Breakdown Details of top 5 countries

Country NameTraffic Share
China30%
United States13%
India5%
Korea, Republic of4%
Russia4%
Analytics data is estimated (from third-party analytics providers) and for reference only.

🚀 Milvus Launch Badge

Promote your Toolbit Launch by using the badge on your website. It can be inserted on your home page or footer easily.

How to use: Simply copy and paste the embed code into your homepage or footer HTML to display it instantly and build community support.

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