MuleSoft Inference Connector Overview

MuleSoft Inference Connector provides access to Inference Offering for Large Language Models i.e. Groq, Hugging Face, Github Models, etc.

What is the MuleSoft Inference Connector?

The MuleSoft Inference Connector is designed to help developers easily build and manage AI-driven agents within the MuleSoft Anypoint Platform. It provides operations to interface directly with the API of the Inference Providers.

Key Features

The MuleSoft Inference Connector simplifies AI integration into MuleSoft applications with:

Seamless Interaction with Inferenced LLMs: Effortlessly integrate and utilize large language models (LLMs) for tasks such as natural language processing, text generation, and more, including advanced features like text generation, analysis, and complex language tasks.
Embeddings and Search: Combine with MAC Vectors to handle tasks like text similarity, document search, and clustering, all within MuleSoft applications.
Optimized Performance: Designed for high efficiency and performance in enterprise-grade MuleSoft applications, ensuring smooth handling of AI operations.
Comprehensive AI Tools and Services: Access a wide array of AI-driven features, including Retrieval-Augmented Generation (RAG) for document retrieval, dynamic tool integration (Function Calling) for tasks like recognition and manipulation.

The MuleSoft Inference Connector supports the following Inference Offerings:

Supported Inference Providers

Supported Moderation Providers

Supported Vision Model Providers

Supported Image Models Providers

HTTPS Security

The MuleSoft Inference Connector support TLS for Mule Apps (opens in a new tab)

Requirements

The supported version for Java SDK is Java 17.
Compilation of the connector has to be done with Java 17.
Mule Runtimes with Java 17 are supported.

Table of Supported Operations by Inference Offering

Not all the operations are supported by each embedding store, following a detailed view.

Name	GitHub Models	Groq AI	Hugging Face	Ollama	OpenAI	Azure OpenAI	XAI	OpenRouter	Portkey	Perplexity	Cerebras	NVIDIA	Together.ai	Fireworks	DeepInfra	Mistral	Anthropic	AI21Labs	Cohere	Xinference	Azure AI Model Inference	Google Vertex AI (Gemini)	GPT4ALL	LM Studio	Docker Models	DeepSeek	Zhipu	Data Bricks	IBM Watson	LLM API
Chat answer prompt	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅
Chat completion	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅
Agent define prompt template	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅
Tools native template	*✅	*✅	*✅	*✅	*✅	✅	*✅	*✅	✅	❌	✅	✅	✅	✅	✅	✅	✅	✅	✅	*✅	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅
Read Image by (URL or Base64)	✅	✅	✅	Base64 only	✅	🔜	✅	✅	✅	🔜	🔜	🔜	🔜	🔜	🔜	✅	✅	🔜	🔜	🔜	🔜	🔜	🔜	🔜	🔜	🔜	🔜	🔜	🔜	🔜
Image Generation	❌	❌	✅	❌	✅	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌
Toxicity detection by text	❌	❌	❌	❌	✅	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	✅	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌

-* depends on the model used

Additional Integrations

MuleSoft Inference Connector integrates seamlessly with other MAC Projects AI Connectors and the MuleSoft ecosystem, offering enhanced functionalities.

Showcase Getting Started