Local AI Agent Platform for .NET Developers
Your AI. Your Data. On Your Device.
Complete Local AI SDK
for .NET
LM-Kit gives you everything you need to build and deploy AI agents with zero cloud dependency. It unifies trained models, on-device inference, orchestration, RAG pipelines, MCP-compatible tool calling, and reusable task specialists in a single framework. Built for .NET developers who need complete data sovereignty and no external API calls.
Trained Models
Domain-tuned, compact models ready for production.
Inference Engine
Fast, private, on-device execution across CPU, GPU, Hybrid.
Task Agents
Reusable specialists for repeatable, high-accuracy tasks.
Orchestration
Compose workflows with RAG, tools, and APIs under strict control.
Workflow Re-Invention with integrated Gen-AI
Not every problem requires a massive LLM to be solved!
LM-Kit eliminates the need for oversized, slow, and expensive cloud models by using dedicated task-specific agents. Each agent is optimized for a specific job, delivering faster, more accurate results, and they can be orchestrated into end-to-end workflows that go beyond isolated automation.
Get faster execution, lower costs, and measurable business impact, with full data control, no cloud subscription dependency, and minimal resource usage.🌳
Optimized Execution
Task-specific agents outperform general-purpose LLMs.
Cost Efficiency
No per-token billing. Predictable infrastructure costs.
Data Sovereignty
Your data stays on your infrastructure. Always.
Resource Efficiency
High accuracy on standard hardware, not GPU clusters.
Continuous Innovation
Weekly updates, not quarterly. Always improving.
Who is LM-Kit for?
Local AI agents for .NET teams that need control, predictability, and offline capability.
Build AI Agents in Native .NET
- Native .NET SDK, no Python wrappers
- RAG, task agents, chat in one framework
- MCP-compatible tool calling
- Cross-platform: Windows, macOS, Linux
Extract Meaning, Not Just Text
- Semantic understanding of structure and context
- Structured data extraction from any layout
- Intelligent search across collections
- Chat with your documents, locally
Achieve True Data Sovereignty
- 100% local inference, zero data leakage
- Air-gapped and zero-network ready
- Built for GDPR, HIPAA, strict compliance
- Full audit trail with OpenTelemetry
Escape Per-Token Pricing
- Fixed costs, unlimited inference
- Fewer failure points than cloud APIs
- No rate limits, works fully offline
- Ship faster with no vendor lock-in
AI Agents Should Run Where the App Runs
Embedded AI, Not External Services
Cloud APIs add latency, complexity, and failure points. With LM-Kit, AI runs inside your application as a native .NET library. No HTTP calls. No separate services. No infrastructure to manage.
Your app deploys to desktop, mobile, server, or edge. Your AI goes with it. Same codebase, same process, same deployment. Build with familiar tools and ship faster.
Run real, local AI demos directly in .NET. No cloud calls. No external services.
Chat & RAG
Documents
Analysis
Tools & Agents
Vision & Multimodal
Training & Optimization
The complete framework for building local AI agents
Core AI Platform
Production-grade inference, anywhere
High-performance CPU, GPU, Hybrid execution·100+ pre-configured model cards·CUDA, Vulkan, Metal acceleration·Windows, macOS, Linux including ARM64
Agents & Tool Calling
Autonomous AI with MCP support
Tool calling with safety policies·Full MCP client: resources, prompts, tools·Agent memory with context persistence·Human-in-the-loop controls
RAG & Smart Memory
Adaptive semantic retrieval, not keyword matching
Semantic search with reranking·Adaptive chunking: text, markdown, layout-aware·Vision-grounded retrieval with page context·Built-in vector DB or Qdrant for scale
Document Intelligence
From import to chat, one pipeline
PDF and image to Markdown conversion·DocumentRag and PdfChat for instant Q&A·Layout analysis and schema discovery·Chat with your documents, locally
Vision & Multimodal
Documents are more than text
Visual text extraction with VLMs·Image embeddings for multimodal search·Multimodal RAG pipelines·Background removal and segmentation
Text Intelligence
Comprehensive NLP, locally
Named entity and PII extraction·Sentiment, emotion, sarcasm detection·Translation and summarization·Constrained generation with JSON grammar
Speech & Audio
Voice-enabled applications
Speech-to-text transcription·Voice Activity Detection·Real-time streaming mode·Multi-language support
Production Ready
Ship with confidence
OpenTelemetry GenAI instrumentation·Dynamic LoRA adapter hot-swap·Model quantization and optimization·Token counts and throughput metrics
Deploy Your Way, Anywhere You Need
LM-Kit runs entirely on your infrastructure with no external dependencies.
From edge devices to enterprise servers, deploy AI workloads where your data lives, with full control over security, compliance, and costs.
Why Teams Are Moving AI Local
Shipping an agent should not mean shipping your data to someone else's servers.
Cloud AI APIs come with hidden costs: per-token billing, data exposure, and vendor dependency. LM-Kit gives you the same capabilities with none of the trade-offs.
Beyond GenAI: A Complete AI Stack
LLMs hallucinate and miss structure. Real-world AI needs more than text generation.
LM-Kit combines 5 AI paradigms so each layer compensates for the others.
Built by a team with deep expertise in Intelligent Document Processing and Information Management.
We know what it takes to ship AI that works in production.
Trusted by Developers Like You
We partner with forward-thinking companies who share our commitment to innovation in AI. From technology providers to strategic collaborators, our partners play a key role in expanding what’s possible with LM-Kit. Together, we’re shaping the future of AI integration across industries.
