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‎README.md‎

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# <img src="https://github.com/user-attachments/assets/ebc0dd08-8732-4519-9b6c-452ce54d8058" alt="ag-ui Logo" width="45"/> AG-UI: The Agent-User Interaction Protocol
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# <img src="https://github.com/user-attachments/assets/ebc0dd08-8732-4519-9b6c-452ce54d8058" alt="ag-ui Logo" width="22"/> AG-UI: The Agent-User Interaction Protocol
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AG-UI is a lightweight, event-based protocol that standardizes how AI agents connect to user-facing applications.
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Built for simplicity and flexibility, it enables seamless integration between AI agents, realtime user context, and user interfaces.
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Built for simplicity and flexibility, it enables seamless integration between AI agents, real time user context, and user interfaces.
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---
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[📅 Upcoming Event: July 24 - San Francisco AG-UI workshop with AI Tinkerers in person (Feat. CopilotKit & Mastra)](https://lu.ma/ai-tinkerers-workshop?tk=JeUCY5)
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<br>
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[![Version](https://img.shields.io/npm/v/@ag-ui/core?label=Version&color=6963ff&logo=npm&logoColor=white)](https://www.npmjs.com/package/@ag-ui/core)
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![MIT](https://img.shields.io/github/license/copilotkit/copilotkit?color=%236963ff&label=License)
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Follow us →
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</a>
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<img width="4096" height="1816" alt="Readme 3 - Redesign" src="https://github.com/user-attachments/assets/af15b751-a72a-434f-a93c-9103f2a17006" />
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<img width="4096" height="1752" alt="Your application-AG-UI protocol" src="https://github.com/user-attachments/assets/dc58c64c-3257-490a-b827-e163475f4166" />
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## 🚀 Getting Started
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Create a new AG-UI application in seconds:
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### 1st party integrations with top agentic frameworks
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## 🛠 Supported Frameworks
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## 🛠 Supported Frameworks
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AG-UI integrates with many popular agent frameworks
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| Framework | Status | AG-UI Resources |
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| ------------------------------------------------------------------ | ------------------------ | ---------------------------------------------------------------------------- |
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| No-framework | ✅ Supported | ➡️ Docs coming soon |
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| [LangGraph](https://www.langchain.com/langgraph) | ✅ Supported | ➡️ [Demo](https://v0-langgraph-land.vercel.app/) |
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| [Mastra](https://mastra.ai/) | ✅ Supported | ➡️ [Demo](https://v0-mastra-land.vercel.app/) |
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| [CrewAI](https://crewai.com/) | ✅ Supported | ➡️ [Demo](https://v0-crew-land.vercel.app/) |
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| [AG2](https://ag2.ai/) | ✅ Supported | ➡️ [Demo](https://v0-ag2-land.vercel.app/) |
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| [Agno](https://github.com/agno-agi/agno) | ✅ Supported | ➡️ [Docs](https://docs.copilotkit.ai/agno) | |
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| [LlamaIndex](https://github.com/run-llama/llama_index) | ✅ Supported | ➡️ [Docs](https://docs.copilotkit.ai/llamaindex) | |
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| [Pydantic AI](https://github.com/pydantic/pydantic-ai) | 🛠️ In Progress | – |
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| [Vercel AI SDK](https://github.com/vercel/ai) | 🛠️ In Progress | – |
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| [Google ADK](https://google.github.io/adk-docs/get-started/) | 🛠️ In Progress | – |
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| [OpenAI Agent SDK](https://openai.github.io/openai-agents-python/) | 💡 Open to Contributions | – |
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| [AWS Bedrock Agents](https://aws.amazon.com/bedrock/agents/) | 💡 Open to Contributions | – |
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| [Cloudflare Agents](https://developers.cloudflare.com/agents/) | 💡 Open to Contributions | – |
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| [Strands Agents SDK](https://github.com/strands-agents/sdk-python) | 💡 Open to Contributions | – |
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| Language SDK | Status | AG-UI Resources |
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| Framework | Status | AG-UI Resources | ✅ 1st Party Integration |
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| ------------------------------------------------------------------ | ------------------------ | ---------------------------------------------------------------------------- | ------------------------ |
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| No-framework | ✅ Supported | ➡️ Docs coming soon | ✅ |
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| [LangGraph](https://www.langchain.com/langgraph) | ✅ Supported | ➡️ [Demo](https://v0-langgraph-land.vercel.app/) | ✅ |
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| [Mastra](https://mastra.ai/) | ✅ Supported | ➡️ [Demo](https://v0-mastra-land.vercel.app/) | ✅ |
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| [CrewAI](https://crewai.com/) | ✅ Supported | ➡️ [Demo](https://v0-crew-land.vercel.app/) | ✅ |
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| [AG2](https://ag2.ai/) | ✅ Supported | ➡️ [Demo](https://v0-ag2-land.vercel.app/) | ✅ |
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| [Agno](https://github.com/agno-agi/agno) | ✅ Supported | ➡️ [Docs](https://docs.copilotkit.ai/agno) | ✅ |
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| [LlamaIndex](https://github.com/run-llama/llama_index) | ✅ Supported | ➡️ [Docs](https://docs.copilotkit.ai/llamaindex) | ✅ |
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| [Pydantic AI](https://github.com/pydantic/pydantic-ai) | ✅ Supported | ➡️ [Docs](https://docs.copilotkit.ai/pydantic-ai) | ✅ |
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| [Vercel AI SDK](https://github.com/vercel/ai) | 🛠️ In Progress | – | ⬜ |
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| [Google ADK](https://google.github.io/adk-docs/get-started/) | 🛠️ In Progress | – | ⬜ |
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| [OpenAI Agent SDK](https://openai.github.io/openai-agents-python/) | 💡 Open to Contributions | – | ⬜ |
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| [AWS Bedrock Agents](https://aws.amazon.com/bedrock/agents/) | 💡 Open to Contributions | – | ⬜ |
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| [Cloudflare Agents](https://developers.cloudflare.com/agents/) | 💡 Open to Contributions | – | ⬜ |
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| [Strands Agents SDK](https://github.com/strands-agents/sdk-python) | 💡 Open to Contributions | – | ⬜ |
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[View all supported frameworks →](https://ag-ui.com/frameworks)
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| Language SDK | Status | AG-UI Resources |
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| ------------------------------------------------------------------ | ------------------------ | ---------------------------------------------------------------------------- |
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| [.NET]() | 🛠️ In Progress | ➡️ [PR](https://github.com/ag-ui-protocol/ag-ui/pull/38) |
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| [Nim]() | 🛠️ In Progress | ➡️ [PR](https://github.com/ag-ui-protocol/ag-ui/pull/29) |
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| [Rust]() | 🛠️ In Progress | |
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| [Kotlin]() | 🛠️ In Progress | ➡️ [GitHub Source](https://github.com/Contextable/ag-ui-4k) |
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| [.NET]() | 🛠️ In Progress | ➡️ [PR](https://github.com/ag-ui-protocol/ag-ui/pull/38) |
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| [Nim]() | 🛠️ In Progress | ➡️ [PR](https://github.com/ag-ui-protocol/ag-ui/pull/29) |
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| [Golang]() | 🛠️ In Progress | ➡️ [Issue](https://github.com/ag-ui-protocol/ag-ui/issues/156) |
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[View all supported frameworks →](https://ag-ui.com/frameworks)
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Check out the [Contributing guide](https://github.com/ag-ui-protocol/ag-ui/blob/main/CONTRIBUTING.md)
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- **[Weekely AG-UI Working Group](https://lu.ma/CopilotKit?k=c)**
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📅 Follow the CopilotKit Luma Events Page
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📅 Follow the CopilotKit Luma Events Calendar
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## Roadmap
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‎docs/sdk/js/core/types.mdx‎

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content: string
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error?: string
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```
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| `content` | `string` | Text content of the message |
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| `role` | `"tool"` | Role of the message sender, fixed as "tool" |
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| `toolCallId` | `string` | ID of the tool call this message responds to |
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| `error` | `string` | Error message if the tool call failed |
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### Message
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‎docs/sdk/python/core/types.mdx‎

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| Property | Type | Description |
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| `error` | `Optional[str]` | Error message if the tool call failed |
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‎docs/tutorials/debugging.mdx‎

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To start using the AG-UI Dojo:
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1. Clone the repository from
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[github.com/ag-ui-protocol/dojo](https://github.com/ag-ui-protocol/dojo)
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[github.com/ag-ui-protocol/ag-ui](https://github.com/ag-ui-protocol/ag-ui)
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2. Follow the setup instructions in the README
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3. Start working through the demonstrations in order
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4. Use the provided test cases to validate your implementation

‎python-sdk/ag_ui/core/types.py‎

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Message = Annotated[

‎typescript-sdk/apps/client-cli-example/package.json‎

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"@ag-ui/client": "workspace:*",
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"@ag-ui/mastra": "workspace:*",
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"@ai-sdk/openai": "^1.3.22",
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"@mastra/client-js": "^0.10.9",
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"@ai-sdk/openai": "1.3.22",
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‎typescript-sdk/apps/dojo/next.config.ts‎

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‎typescript-sdk/apps/dojo/package.json‎

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