For the complete documentation index, see llms.txt. This page is also available as Markdown.

Overview

BoxLang AI gives you chat, agents, tools, memory, RAG, MCP, and enterprise governance through one fluent API across the leading AI providers.

BoxLang is the software productivity platform for building, modernizing and running applications, with developers and AI agents working together. BoxLang AI is how you build AI into your applications: one fluent API for chat, agents, tools, memory, RAG, MCP, and the governance controls that enterprises need.

This section summarizes the most important parts of BoxLang AI and links to the complete documentation at ai.ortusbooks.com for depth and reference.

πŸ€” Two Different Ideas

Agentic development
BoxLang AI

What

Using AI agents to write your BoxLang application

Building AI features inside your application

✨ What You Can Build

  • Chat with streaming and typed, structured output

  • Agents with instructions, memory, tools, skills, and sub-agents

  • Tools that let models call your code

  • Memory and RAG with 20+ memory types and many vector store integrations

  • MCP clients and servers

  • Governance with guardrails, prompt-injection defense, human approval, and audit trails

  • Multimodal audio, image generation, and web search

  • Browser agents that visit pages, fill forms, and click through web applications with bx-playwright

⚑ Quick Start

Install the module:

With CommandBox:

Configure a provider in boxlang.json, keeping keys in environment variables:

Your first chat:

Prefer to run models locally with no API costs? Use the ollama provider. See Providers & Gateways.

πŸ—ΊοΈ In This Section

Chat & Structured OutputAgentsTools & SkillsMemory & RAGMCPGovernance & SecurityMultimodalProviders & Gateways

🏒 Enterprise Ready

AI in production needs more than a model call. BoxLang AI includes middleware for guardrails, retries and logging, human approval for sensitive actions, prompt-injection defense, multi-tenant memory isolation, and a flight recorder for audit trails. See Governance & Security.

πŸ“š Full Documentation

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