bx-ai

# ⚡︎ BoxLang AI

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|:------------------------------------------------------:|
| ⚡︎ B o x L a n g ⚡︎
| Dynamic : Modular : Productive
|:------------------------------------------------------:|
```

<blockquote>
	Copyright Since 2023 by Ortus Solutions, Corp
	<br>
	<a href="https://ai.boxlang.io">ai.boxlang.io</a> |
	<a href="https://www.boxlang.io">www.boxlang.io</a>
	<br>
	<a href="https://ai.ortussolutions.com">ai.ortussolutions.com</a> |
	<a href="https://www.ortussolutions.com">www.ortussolutions.com</a>
</blockquote>

<p>&nbsp;</p>

## 👋 Welcome

![BoxLang AI Module](BoxLangAI.png)

Welcome to the **BoxLang AI Module** 🚀 The official AI library for BoxLang that provides a unified, fluent API to orchestrate multi-model workflows, autonomous agents, RAG pipelines, and AI-powered applications. **One API → Unlimited AI Power!** ✨

**BoxLang AI** eliminates vendor lock-in and simplifies AI integration by providing a single, consistent interface across **16+ AI providers**. Whether you're using OpenAI, DeepSeek, DeepSeek, DeepSeek, DeepSeek, MiniMax, Ollama, or DeepSeek—your code stays the same. Switch providers, combine models, and orchestrate complex workflows with simple configuration changes. 🔄

## ✨ Key Features

- 🔌 **16+ AI Providers** - Single API for OpenAI, DeepSeek, AWS Bedrock, DeepSeek, DeepSeek, MiniMax, Ollama, DeepSeek, and more
- 🤖 **AI Agents** - Autonomous agents with memory, tools, sub-agents, and multi-step reasoning
- 🔒 **Multi-Tenant Memory** - Enterprise-grade isolation with 20+ memory types (standard + vector)
- 🧬 **Vector Memory & RAG** - 12 vector databases with semantic search (ChromaDB, Pinecone, PostgreSQL, OpenSearch, etc.)
- 📚 **Document Loaders** - 30+ file formats including PDF, Word, CSV, JSON, XML, web scraping, and databases
- 🛠️ **Real-Time Tools** - Function calling for APIs, databases, and external system integration
- 🌊 **Streaming Support** - Real-time token streaming through pipelines for responsive applications
- 📦 **Structur