It is a comprehensive AI toolkit designed to enable developers to create, customize, and orchestrate AI Agents and Generative AI systems within .NET applications.
It is a comprehensive AI toolkit designed to enable developers to create, customize, and orchestrate AI Agents and Generative AI systems within .NET applications. LM-Kit.NET provides multimodal AI capabilities, including text analysis, translation, text generation, and model optimization, seamlessly integrated into C# and VB.NET environments. It emphasizes efficiency by leveraging Small Language Models (SLMs) and on-device processing, reducing computational load, latency, and reliance on remote servers while enhancing privacy and security.
LM-Kit specializes in local data processing, ensuring smooth performance even in resource-constrained environments. It offers native SDKs for seamless integration with existing applications, optimizing performance and leveraging hardware capabilities. The toolkit supports a wide range of functionalities, such as Q&A, text generation, constrained generation, text correction, rewriting, translation, summarization, sentiment analysis, emotion detection, sarcasm detection, keyword extraction, code analysis, image analysis, and more. It also includes advanced features like Retrieval-Augmented Generation (RAG), function calling, embeddings, structured data extraction, and model fine-tuning.
LM-Kit is engineered for both local and cloud deployment, delivering optimal performance across diverse hardware setups. It simplifies the integration of Generative AI into applications, offering enterprise-grade solutions for AI Agent orchestration and runtime. By incorporating state-of-the-art innovations and maintaining an aggressive roadmap, LM-Kit empowers developers and product owners to accelerate their go-to-market strategies. Trusted by professionals worldwide, it is recognized as a leading solution for AI integration, combining cutting-edge technology with ease of use and robust performance.
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