<div align="center"> <img width="600" alt="LLM Tornado" src="https://github.com/user-attachments/assets/d98344f2-e6d9-4ec9-bd0a-5ef1be30109f" />

LLM Tornado

Build AI agents and workflows in minutes with one toolkit and built-in connectors to 30+ API Providers & Vector Databases.

Official Website

LLM Tornado is a .NET provider-agnostic SDK that empowers developers to build, orchestrate, and deploy AI agents and workflows. Whether you're building a simple chatbot or an autonomous coding agent, LLM Tornado provides the tools you need with unparalleled integration into the AI ecosystem.

<a href="https://www.youtube.com/watch?v=h7yTai0cRtE"> <img alt="LLM Tornado in .NET AI Community Standup by Microsoft" width="768" src="https://github.com/user-attachments/assets/bbb8f8fa-4675-4728-b1ff-ae3b25cab7d2" /> </a> </div>

✨ Features

• Use Any Provider: Built-in connectors to: Alibaba, Anthropic, Azure, Blablador, Cohere, DeepInfra, DeepSeek, Google, Groq, MiniMax, Mistral, MoonshotAI, OpenAI, OpenRouter, Perplexity, Requesty, Upstage, Voyage, xAI, Z.ai, and more. Connectors expose all niche/unique features via strongly typed code and are up-to-date with the latest AI development. No dependencies on first-party SDKs. Feature Matrix tracks detailed endpoint support.
• First-class Local Deployments: Run with vLLM, Ollama, or LocalAI with integrated support for request transformations.
• Agents Orchestration: Coordinate specialist agents that can autonomously perform complex tasks with three core concepts: Orchestrator (graph), Runner (node), and Advancer (edge). Comes with handoffs, parallel execution, Mermaid export, and builder pattern to keep it simple.
• Rapid Development: Write pipelines once, execute with any Provider by changing the model's name. Connect your editor to Context7 or FSKB to accelerate coding with instant access to vectorized documentation.
• Fully Multimodal: Text, images, videos, documents, URLs, and audio inputs/outputs are supported.
• Cutting Edge Protocols:
  • MCP: Connect agents to data sources, tools, and workflows via Model Context Protocol with LlmTornado.Mcp.
  • A2A: Enable seamless collaboration between AI agents across different platforms with LlmTornado.A2A.
  • Skills: Dynamically load folders of instructions, scripts, and resources to improve performance on specialized tasks.
• Vector Databases: Built-in connectors to Chroma, PgVector, Pinecone, Faiss, and QDrant.
• Integrated: Interoperability with Microsoft.Extensions.AI enables plugging Tornado in Semantic Kernel applications with LlmTornado.Microsoft.Extensions.AI.
• Enterprise Ready: Guardrails framework, preview and transform any request before committing to it. Open Telemetry support. Stable APIs.

<div align="center"> <h4>➡️ Get started in minutes – <a href="https://llmtornado.ai/getting-started">Quickstart</a> ⬅️</h4> </div>

🔥 News 2026

• 26/02 - MiniMax connector is implemented. Compaction endpoint is added, and can be used along the compaction built-in to LLM Tornado. Started work on ACP.
• 26/01 - Ivy Framework uses LlmTornado.Agents to build their AI Components. /ocr endpoint is implemented for Mistral. /files endpoint support is extended to all supported providers.

News 2025

• 25/12 - Upstage connector is implemented. /batch endpoint is implemented for OpenAI, Anthropic, and Google. /videos endpoint now supports OpenAI/Sora.
• 25/11 - Flowbite Blazor uses LLM Tornado to build their AI Chat WASM component. Requesty connector is implemented. /tokenize endpoint is implemented for all Providers supporting the feature.
• 25/10 - LLM Tornado is featured in dotInsights by JetBrains. Microsoft uses LLM Tornado in Generative AI for Beginners .NET. Interoperability with Microsoft.Extensions.AI is launched. Skills protocol is implemented.
• 25/09 - Maintainers Matěj Štágl and John Lomba talk about LLM Tornado in .NET AI Community Standup. PgVector and ChromaDb connectors are implemented.
• 25/08 - ProseFlow is built with LLM Tornado. Sciobot – an AI platform for Educators built with LLM Tornado is accepted into Cohere Labs Catalyst Grant Program. A2A protocol is implemented.
• 25/07 - Contributor Shaltiel Shmidman talks about LLM Tornado in Asp.net Community Standup. New connectors to Z.ai, Alibaba, and Blablador are implemented.
• 25/06 - C# delegates as Agent tools system is added, freeing applications from authoring JSON schema manually. MCP protocol is implemented.
• 25/05 - Chat to Responses system is added, allowing usage of /responses exclusive models from /chat endpoint.
• 25/04 - New connectors to DeepInfra, DeepSeek, and Perplexity are added.
• 25/03 - Assistants are implemented.
• 25/02 - New connectors to OpenRouter, Voyage, and xAI are added.
• 25/01 - Strict JSON mode is implemented, Groq and Mistral connectors are added.

⭐ Samples

• Chat with your documents
• Make multiple-speaker podcasts
• Voice call with AI using your microphone
• Orchestrate Assistants