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Swarms is the enterprise-grade multi-agent framework for building, deploying, and scaling AI agents in Python and Rust — with a hosted agent API and a marketplace to buy and sell agents, prompts, tool
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Swarms is the enterprise-grade multi-agent framework for building, deploying, and scaling AI agents in Python and Rust — with a hosted agent API and a marketplace to buy and sell agents, prompts, tools, and skills. One platform from your first agent to production swarms.
Taken from the repository README
Loading the full README.
Read the full README ↗The open-source code behind swarms.ai: the marketing site, bilingual blog (English and 中文), and newsletter for the Swarms multi-agent platform.
This project uses pnpm only (pinned in package.json). Do not use npm or yarn.
pnpm install
pnpm dev # dev server at http://localhost:3000
Create a .env file in the repo root. All variables are optional for local development: the site builds and runs without them, but newsletter signup will fail.
| Variable | Used for |
|---|---|
RESEND_API_KEY | Sending newsletter signup emails via Resend |
RESEND_AUDIENCE_ID | Adding subscribers to the Resend audience (contact list) |
# .env
RESEND_API_KEY=re_...
RESEND_AUDIENCE_ID=...
pnpm build # production build (also the main verification step; there is no test suite)
pnpm start # serve the production build
pnpm lint # next lint
Deployed on Vercel; every push to main goes live.
app/(en)/ English pages (no URL prefix)
app/zh/ Chinese mirrors of a subset (blog, framework, installation, pricing)
content/blog/ Blog posts as .mdx with frontmatter
content/blog/zh/ Chinese translations, same filename/slug as the English post
components/ React components (blog/ holds the blog UI)
lib/ Blog loading, email, utilities
public/ Static assets, including blog cover art
docs/ Contributor docs, e.g. blog image guidelines
content/blog/<slug>.mdx with frontmatter (title, description, date, author, categories, featured, readTime, and optional image).content/blog/zh/<slug>.mdx with the same slug, which powers the 中文/EN toggle.public/ at 1920×1080; see docs/BLOG_IMAGE_GUIDELINES.md for sizing and safe zones.