Milvus Lite
SkillThe High-Performance Vector Database Built for Scale
milvus.io Source★ 7,473Apache-2.0 DiscordSoftware Development / Backend, Databases & Storage
- Monthly visits
- 215.4K
- Down37.5%MoMSep 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- Free
- No monthly subscription pricing
- Launched
- 6y ago
- 2020-08-12 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotions- Stanford rewrote 85% of CS146S for 2026. Students learn agent skills, context engineering, MCP, and software factories, then ship production PRs to OSS projects many of us use: Vercel, Semgrep, and cmux. All classes are public. Starts Sep
@aibuilderclub_ · 2026-09-03 · 10 likes · 0 reposts · 1,300 views
- I’m excited to finally announce the newest edition my Stanford course 𝗧𝗵𝗲 𝗠𝗼𝗱𝗲𝗿𝗻 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿. It has been 9 months in the making. Last November, with the release of Claude Opus 4.5, coding agents experience
@mihail_eric · 2026-09-02 · 10.6K likes · 1,585 reposts · 1.5M views
Launched on Product HuntLaunch
Pip-install vector search for your GenAI applications
May 30, 2024 · 2y agoLaunch page
Launched on Show HN (8 pts · 2 comments)Launch
Milvus – An open-source vector similarity search engine
Aug 12, 2020 · 6y agoLaunch page
Open Source & Agent Ecosystem
- GitHub Stars
- ★ 7,473
- Forks
- 543
- License
- Apache-2.0
- Primary language
- Go
Agent, MCP & Developer Integration
Agent Skill- Ecosystem & integrations:
- Apache Iceberg
- Exposed tool capabilities:
- Vector DatabaseImage SearchMultimodal SearchHybrid SearchGraph RAGBuilt-in BM25 full-text search
Traffic sources
Traffic breakdown
Channels
- Organic Search46%
- Direct33%
- Referrals17%
- Other4%
Countries
- China36%
- United States11%
- Thailand3%
- Russia3%
- India3%
Search
Domain authority —Domain registered 2019-06-08
| Keyword | Monthly volume |
|---|---|
| openclaw | 628.2K |
| harness engineering | 55.8K |
| milvus | 16K |
| 图片搜索 | 13.6K |
| milvus maxsim | 260 |
Traffic data: Vaneform
Pricing
Website does not list public plan prices.
Trial: None · Observed 2026-11-11 · Source page
Pages & changes
Key pages
Weekly snapshots- Homemilvus.io/
- Featuresmilvus.io/solutions Snapshot 2026-11-11
Changes
Design
Minimal Monochrome (Light canvas, airy density) featuring centered headline + cta layout and pure typography & geometry visuals.
First-screen preview · click to zoom
First-screen pitch & conversion flow
“The High-Performance Vector Database Built for Scale”
Centered Headline + CTA hero structure paired with start free / sign up CTA and stacked avatars & testimonials.
Conversion path: Centered Headline + CTA + Pure Typography & Geometry → Start Free / Sign Up · Trust bar: Stacked Avatars & Testimonials
- Category Positioning Anchor
- Metrics Strip
Palette · click to copy
- Typography
- 8.0
- Color & Contrast
- 8.0
- Layout & Spacing
- 8.0
- Craft & Polish
- 7.0
- Distinctiveness
- 6.0
Structure
- Fonts
- Geist / Geist Mono
- Hero layout
- Centered Headline + CTA
- Primary visual
- Pure Typography & Geometry
- Conversion CTA
- Start Free / Sign Up
- Social proof
- Stacked Avatars & Testimonials
- Navigation
- Full-Width Top Bar
- Theme & density
- Light · Airy
- Corners & depth
- Medium Radius · Hairline borders
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Minimal Monochrome (with Gradient Glow)
Monochrome palette with a single accent color, hairline dividers, and generous whitespace.
## Design Tokens
```css
:root {
--background: #ffffff;
--surface: #f5f8fa;
--foreground: #171a2a;
--muted-foreground: #727a80;
--accent: #16a9e0;
--radius: 8px;
--font-heading: "Geist", ui-sans-serif, system-ui, sans-serif;
--font-body: "Geist", ui-sans-serif, system-ui, sans-serif;
--font-mono: "Geist Mono", ui-monospace, monospace;
}
```
Color area ratio: Background #FFFFFF (~80%) · Surface #F5F8FA (~7%) · Text #171A2A (~6%) · Muted Text #727A80 (~4%) · Accent #16A9E0 (~3%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.
## Layout & Conversion Structure
- Hero layout: Centered Headline + CTA
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Medium Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Pure Typography & Geometry
- Conversion CTA: Start Free / Sign Up · Trust bar uses Stacked Avatars & Testimonials
- Headline hook: Category Positioning Anchor
- Hero components: Metrics Strip
- Spatial layout notes: Centered Headline + CTA hero structure paired with start free / sign up CTA and stacked avatars & testimonials.
- Visual summary: Minimal Monochrome (Light canvas, airy density) featuring centered headline + cta layout and pure typography & geometry visuals.
## Avoid
- Multi-stop neon gradients
- Heavy drop shadows
- More than one competing accent color
Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.
Questions & evidence
- How much website traffic does Milvus Lite get?
- Vaneform estimates 215.4K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
- What is Milvus Lite and what platforms does it support?
- Milvus Lite is catalogued under Backend, Databases & Storage: The High-Performance Vector Database Built for Scale. Supported platforms: Web.
- Is Milvus Lite open source?
- Milvus Lite has a public repository (https://github.com/milvus-io/milvus) under the Apache-2.0 license, recording 7,473 GitHub stars.Source
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