LM-Kit is a comprehensive C# .NET library designed to empower developers with generative AI capabilities within their .NET applications. It offers a suite of tools and features for building intelligent applications, including:
- AI Agents: Facilitates the creation and orchestration of AI agents for various tasks.
- Retrieval-Augmented Generation (RAG): Enhances text generation by integrating external knowledge.
- Data Extraction: Enables accurate extraction and structuring of data from diverse sources.
- Text Analysis: Provides tools for sentiment analysis, emotion detection, and keyword extraction.
- Text Generation: Supports automatic text creation, correction, and rewriting.
- Model Optimization: Includes features for LLM fine-tuning, model quantization, and LoRA integration.
LM-Kit targets .NET developers seeking to incorporate generative AI functionalities into their applications, offering a balance between performance, security, and ease of use. It supports on-device inference, minimizing latency and ensuring data privacy.
