Build Smarter Apps with Language Models

Enterprise-Grade .NET SDK for building LLM Applications

Generative AI for .NET Applications

On-Device LLM Orchestration for C#

LM-Kit.NET brings advanced Generative AI to .NET applications via on-device LLM inference, offering fast, secure, and private AI without cloud dependence. Features include AI chatbots, natural language processing (NLP), retrieval-augmented generation (RAG), structured data extractiontext enhancementtranslation, and more. Easily integrate to unlock Generative AI in your C# and VB.NET projects.

AI Inference at the Edge

Not every problem requires a massive LLM to be solved!

LM-Kit products are continuously optimized to reduce computational load for most AI tasks, enabling efficient AI inference directly on your device. By processing data locally, LM-Kit minimizes resource usage, reducing latency and improving response times without relying on remote servers. 🌳

Local data processing enhances security by keeping your information on-device, while also ensuring smooth performance, even on resource-constrained systems

Edge Gen-AI Processing

Fast and reliable AI integration with on-device processing

Reduced latency - faster response times

Significantly enhance user experience

Deploy AI models securely to Devices

Privacy and security guaranteed, locally and in the cloud

Upgrade Your Application's AI Integration and Accelerate Your Go-to-Market Strategy

Get started with LM-Kit today!

Executing Gen-AI with Native SDKs

LM-Kit specializes in providing native SDKs.

Executing AI with native SDKs offers developers seamless integration with existing applications, enhancing performance and reducing latency

Optimized for their respective platforms, native SDKs improve resource management and leverage hardware capabilities, ensuring efficient AI operations. 

This approach simplifies development by allowing the use of familiar tools and languages, reducing the learning curve and development time. 

Chat Playground - MAUI Demo
Chat Playground - MAUI Demo

Your Fully Featured Gen-AI Solution Toolkit Framework Engine

LM-Kit provides a robust set of  low-level and high-level functionalities designed to enhance AI applications across various domains.

Easily build custom inference pipelines and seamlessly integrate advanced AI capabilities with LM-Kit’s comprehensive and efficient toolset:

Q&A: Provide answers to queries with both single and multi-turn interactions.

Text Generation: Create relevant text automatically.

Constrained Generation: Generate text within constraints using JSON schema, grammar rules, templates, or other methods to enforce structure.

Text Correction: Correct spelling and grammar.

Text Rewriting: Rewrite text with a specific style.

Text Translation: Seamlessly convert text between languages.

Language Detection: Identify text language accurately.

Text Quality Evaluation: Evaluate content quality metrics.

Retrieval-Augmented Generation (RAG): Improves text generation by retrieving and integrating relevant external information.

Function Calling: Invoke your application's specific functions dynamically.

Embeddings: Convert text to numerical representations that capture meaning.

Structured Data Extraction: Accurately extract and structure data from any source using customizable extraction schemes.

Custom Classification: Categorize text into predefined classes.

Sentiment Analysis: Detect the emotional tone in text.

Emotion Detection: Identify specific emotions in text.

Sarcasm Detection: Detect sarcasm in written text.

Keyword Extraction: Extract essential keywords from large text.

Code Analysis: Process programming code.

Model Quantization: Optimize models for efficiency.

Model Fine-Tuning: Customize pre-trained models.

LoRA Integration: Merge Low-Rank Adaptation (LoRA) transformations into base models for efficient fine-tuning.

Plus More: Explore additional features to enhance your applications...

Unmatched Performance on any Hardware , Anywhere

 

LM-Kit aims to provide seamless Gen-AI capabilities with minimal configuration and top-tier performance across diverse hardware setups.

Whether deployed locally or in the cloud, LM-Kit is engineered to deliver optimal performance. 

We're on a Mission to Leverage Generative AI in Your Applications

Our primary goal is to simplify and secure the integration of Generative AI into any kind of application.

We strive to build the Swiss Army knife for generative AI functionalities across various domains.

By rapidly incorporating state-of-the-art innovations from open-source AI research and offering unique engineering layers, we empower builders and product owners to accelerate their go-to-market strategies.

Our commitment to continuous innovation and maintaining an aggressive roadmap ensures that we remain at the forefront of the industry.

Please don’t hesitate to reach out to our team to share your business expectations and explore how we can support your goals.

Trusted by Professionals Worldwide

 

Trusted by professionals worldwide, LM-Kit is the go-to solution for experts around the globe. Our commitment to excellence and innovation has earned us recognition and accolades within the tech community. Discover why industry leaders choose LM-Kit for their AI integration needs.

LM-Kit.NET - Supercharge .NET apps with innovative Gen. AI capabilities | Product Hunt

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