TopLogic AI Integration

AI integration for TopLogic applications with LLM support, MCP server capabilities, and chat functionality.

Modules

tl-ai-service

AI service integration providing LLM access through LangChain4j with support for OpenAI, Anthropic, and Mistral models. Includes TL-Script functions for chat, structured JSON output, and multimodal content.

tl-ai-mcp-server

Model Context Protocol (MCP) server implementation enabling AI agents to interact with TopLogic's model structure, metadata, and business logic through standardized resources and tools.

tl-chat

Chat UI components and model definitions for building conversational interfaces within TopLogic applications.

tl-ai-demo

Demo application showcasing AI integration features including chat interactions, MCP server capabilities, and AI-powered business logic.

Quick Start

Prerequisites

• Java 17+
• Maven 3.8+
• TopLogic 7.10.0-SNAPSHOT
• Optional: API keys for AI providers (OpenAI, Anthropic, or Mistral)

Build

# Build all modules
mvn clean install

Configuration

Set your API keys as environment variables:

export tl_openai_apikey="sk-..."
export tl_antropic_apikey="sk-ant-..."
export tl_mistral_apikey="..."

Configure AI models in tl-ai-service/src/main/webapp/WEB-INF/conf/tl-ai-service.config.xml.

Run Demo

cd tl-ai-demo
mvn

Access at: http://localhost:8080/tl-ai-demo/