Agent Description

LM-Kit SDK is a cross-platform .NET toolkit that empowers developers to build and orchestrate multimodal AI agents with advanced generative capabilities. It seamlessly integrates into C# and VB.NET projects, offering tools for text analysis, translation, and model optimization with on-device inference.

Key Features

• Enables AI agent customization and creation with multi-agent orchestration.
• Supports multimodal inputs (text, images, audio) with Vision Language Models (VLMs).
• Provides Retrieval-Augmented Generation (RAG) for context-aware text generation.
• Offers structured data extraction using customizable JSON schemas.
• Includes advanced NLP tools: sentiment analysis, emotion detection, and sarcasm detection.
• Runs on-device inference with Small Language Models (SLMs) for low latency and security.
• Integrates with Hugging Face models via a single NuGet package with zero dependencies.
• Features dynamic sampling strategies (temperature, top-k, mirostat) for text generation.

Use Cases

• Customer Support Automation: Deploys AI chatbots with multi-turn dialogues, reducing response times by 40%, per lm-kit.com.
• Data Analysis: Extracts structured insights from financial reports, saving analysts 15 hours weekly, per lm-kit.com.
• Content Generation: Automates marketing content creation with tailored text and images, boosting engagement, per medium.com.
• Healthcare Analytics: Processes patient records with NLP, improving diagnostic workflows, per analyticsvidhya.com.

Differentiation Factors

• On-device inference with SLMs reduces latency, unlike cloud-reliant Azure AI.
• Multimodal VLM support surpasses Semantic Kernel’s text-only focus.
• Zero-dependency NuGet package simplifies setup compared to LangChain’s complex integrations.

Pricing Plans

• Community License: $0, full access for non-commercial use, no registration required.
• Professional License: Subscription-based, $500/year per deployed commercial app, 
• Enterprise License: Custom pricing for large-scale deployments,

Frequently Asked Questions (FAQs)

• What is LM-Kit SDK?
  LM-Kit SDK is a .NET library for integrating multimodal generative AI into C# and VB.NET apps, supporting agent creation and orchestration.
• Does it require cloud infrastructure?
  No, it supports on-device inference with SLMs for low latency and enhanced security.
• Can it handle multimodal data?
  Yes, it processes text, images, and audio using Vision Language Models (VLMs).
• Is it suitable for beginners?
  Yes, it offers 20+ code samples and a simple NuGet package for easy integration.