LM-Kit SDK

LM-Kit is a comprehensive, enterprise-grade AI agent runtime and development framework tailored for .NET environments, specifically C# and VB.NET. It empowers developers to build, customize, and orchestrate advanced AI agents with minimal configuration, enabling sophisticated AI functionalities including text and image analysis, conversational AI, and data extraction. LM-Kit is designed for efficient on-device inference using both large and small language models, reducing computational load, latency, and enhancing security by processing data locally instead of relying on cloud services. Its robust and scalable framework supports AI-driven workflows across Windows, macOS, and Linux platforms, making powerful AI integration straightforward for .NET developers.

Key Features

• Multimodal AI agent development with support for text and image processing.
• On-device edge AI inference leveraging Small Language Models for faster, secure, and private operations.
• Native SDKs for seamless integration into C# and VB.NET applications, with cross-platform compatibility (Windows, macOS, Linux).
• Advanced model optimization techniques like quantization and LoRA integration plus hardware acceleration (CPU, GPU including CUDA, AMD GPU, Metal).

Use Cases

• Building conversational AI chatbots and virtual assistants with multi-turn dialogue and context awareness.
• Intelligent data processing and structured extraction from unstructured text and images for enterprise applications.
• Enhancing enterprise software with natural language processing, translation, text generation, and custom AI agent workflows.

Technical Specifications

• Programming languages: C# and VB.NET.
• Supports running on Windows, macOS, and Linux operating systems.
• Features on-device inference with support for Large Language Models (LLMs) and Small Language Models (SLMs), enabling local execution with hardware acceleration and no external dependencies.