Accelerate Your Application's Gen-AI Integration
Enterprise-Grade SDKs for Integrating On-Device Generative AI Capabilities.
Generative AI for C#
Introducing LM-Kit.NET
LM-Kit.NET is a high-level inference SDK for Large Language Models (LLM) providing a wide range of advanced Generative AI capabilities for C#. It offers specialized AI functionalities for various industries, encompassing text completion, Natural Language Processing (NLP), content retrieval, text enhancement, translation, and more…
AI Inference at the Edge
Experience the power of AI inference directly on your device with LM-Kit products. By performing inference at the edge, LM-Kit technology ensures that your data is processed locally, providing several key benefits.
Enjoy significantly reduced latency and faster response times, as there is no need to send data to remote servers.
This local processing also enhances security, keeping your sensitive information within your controlled environment and minimizing the risk of data breaches.
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.
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:
Text Generation: Create relevant text automatically.
Model Quantization: Optimize models for efficiency.
Structured Output Generation: Extract structured information based on a predefined scheme.
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.
Text Quality Evaluation: Evaluate content quality metrics.
Q&A: Provide answers to queries with both single and multi-turn interactions.
Language Detection: Identify text language accurately.
Custom Classification: Categorize text into predefined classes.
Text Translation: Seamlessly convert text between languages.
Sentiment Analysis: Detect the emotional tone in text.
Text Correction: Correct spelling and grammar.
Emotion Detection: Identify specific emotions in text.
Text Rewriting: Rewrite text with a specific style.
Sarcasm Detection: Detect sarcasm in written text.
Code Analysis: Process programming code.
Plus More: Explore additional features to enhance your applications...
Model Fine-Tuning: Customize pre-trained models.
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.
- Zero dependencies
- Native support for Apple ARM with Metal acceleration and Intel
- Supports AVX & AVX2 for x86 architectures
- Specialized acceleration using CUDA and AMD GPUs
- Hybrid CPU+GPU inference to boost performance for models exceeding total VRAM capacity
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.