LM-Kit SDK

Enterprise-Grade SDKs for Integrating Generative AI Capabilities. LM-Kit is an advanced framework designed for orchestrating local AI agents through cutting-edge language models and generative AI technologies. With retrieval-augmented generation (RAG) and agent orchestration as first-class features, LM-Kit empowers C# and VB.NET developers to seamlessly integrate powerful generative AI functionalities directly within their applications, eliminating cloud dependency. Developers can rapidly create AI-driven workflows, automate complex tasks, and leverage robust natural language processing capabilities, including structured data extraction, text enhancement, sentiment analysis, emotion detection, and custom text classification. Utilizing innovative techniques such as Dynamic Sampling and multimodal transformer architectures, LM-Kit ensures efficient, fast, and precise inference even with compact AI models. Designed for ease of use, scalability, and on-device security, LM-Kit accelerates the adoption of generative AI, making sophisticated AI solutions accessible and straightforward to implement in any .NET project.