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Welcome to vai docs

· One min read
Michael Lynn
Michael Lynn
Principal Staff Developer Advocate, MongoDB

The vai documentation site is live. This site provides comprehensive documentation for voyageai-cli, the CLI tool for Voyage AI embeddings and MongoDB Atlas Vector Search.

What you will find here​

Getting Started covers installation, quickstart, configuration, and shell completions.

Core Concepts explains the building blocks: embeddings, vector search, RAG, reranking, cosine similarity, and more. These are the same explanations available via vai explain <topic> in your terminal.

Command Reference documents all 33 vai commands with synopsis, options, and examples.

Guides walk through real workflows:

  • Building a RAG pipeline in 5 minutes
  • Chatting with your documents using LLMs
  • Composing multi-step workflows as JSON
  • Setting up the MCP server in Claude Desktop or Cursor
  • Benchmarking and evaluating retrieval quality

API Reference covers environment variables, MCP tool parameters, and the workflow JSON schema.

Getting started​

npm install -g voyageai-cli
vai quickstart

Or dive into the installation guide.

Contributing​

This site is open source at github.com/mrlynn/vai-docs. Found an error? Every page has an "Edit this page" link at the bottom.