Ambient agents github. At their core, they use “ambient functions” - specialized operations that automatically trigger in response to specific conditions or state changes. For a deeper dive into LangGraph primitives and learning our framework, check out our LangChain Academy! Building Ambient Agents with LangGraph Course. It's designed with simplicity in mind, making it accessible to users without technical expertise, while still offering advanced capabilities for developers. We could develop a Social Media Agent which is triggered based on Github events and has the goal of suggesting 🦜🔗 Build context-aware reasoning applications. In this project, I guided a MS student in his master’s research work in Tunisia; this is a society of mobile AI agents, Zigbee, and IoT sensors that sense the ambient and take appropriate actions. These section build from the basics of Building Ambient Agents with LangGraph. Feb 13, 2025 · Ambient Agent 代表了一种全新的 AI 助手范式，其本质是一个能够在环境中持续存在并主动工作的 AI Agent。 与传统的被动响应式 AI 不同，Ambient Agent 具有自主性、持续性和环境感知能力。 这种 Agent 系统最显著的特征是其主动性。 In this notebook, we're going to build an ambient email assistant from scratch. It builds up to an "ambient" agent that can manage your email with connection to the Gmail API. Jun 3, 2025 · Ambient agents address this by parallelizing tasks and streaming immediate outputs, ensuring faster and more responsive interactions. You’ll learn the fundamentals of LangGraph as you build an email assistant from scratch, and use LangSmith to evaluate its performance. Agent Protocol is our attempt at codifying the framework-agnostic APIs that are needed to serve LLM agents in production. Contribute to Rai220/telegram_ambient_agent development by creating an account on GitHub. Jan 16, 2025 · Ambient Agents or Guardian Agents: Future of Agents Imagine having a personal assistant who is always there, quietly working in the background and only stepping in when something truly needs your A demo of creating distributed ambient agents. Jun 10, 2025 · “Ambient” agents are becoming more common. Contribute to csabakecskemeti/ambient_agents development by creating an account on GitHub. We will start from a simple router agent and add additional steps into the workflow, showcasing concepts including human-in-the-loop and memory. Contribute to harshinharshi/Ambient_Agents development by creating an account on GitHub. py, demonstrates a flexible ReAct agent that iteratively reasons about user queries and executes actions, showcasing the power of this approach for complex problem-solving tasks. - sotopia-lab/awesome-social LangGraph Ambient Email Agent. Building Ambient Agents with LangGraph. It builds up to an "ambient" agent that can manage your email with connection to the Gmail API. The core logic, defined in src/react_agent/graph. Contribute to mindscope-world/Building-Ambient-Agents-with-LangGraph development by creating an account on GitHub. Contribute to skipperkongen/ambient-agents-demo development by creating an account on GitHub. While chat interfaces limit us to one task at a time, ambient agents can handle multiple tasks simultaneously Contribute to csabakecskemeti/ambient_agents development by creating an account on GitHub. Plug-and-Play agent runtime compatible with any agent type, from agent frameworks (OpenAI Agents SDK, LangGraph) to workflows (Temporal, Dapr Workflows). Jan 14, 2025 · Today we're sharing our first reference implementation: an email assistant that demonstrates key ambient agent patterns. Contribute to valentinohansenn/ambient-agent-from-scratch development by creating an account on GitHub. Drafts, prioritizes, and flags emails with a few clicks. Inspired by this presentation and this demo we want to showcase how it's possible to create an Ambient Agent in Google Cloud. We finish by listing some roadmap items for the future. Welcome to one of the most extensive and dynamic collections of Generative AI (GenAI) agent tutorials and implementations available today. Dec 20, 2024 · 清华团队提出开创性主动Agent范式，使AI能主动观察环境、预判用户需求，实现从“被命令”到“会思考”的飞跃，并构建了数据集和奖励模型进行评测，有望开启人机交互新范式。 Jan 28, 2025 · Agents - White Paper: Authors: Julia Wiesinger, Patrick Marlow and Vladimir Vuskovic explores how Generative AI models can use external tools to access real-time information and perform tasks autonomously, similar to human agents. Contribute to RameshAdavi/Langchain---Ambient-Agents development by creating an account on GitHub. Ambient Agents 本文经翻译并二次整理自Introducing ambient agents一文。环境型代理的基础理念，以及基于LangSmith的实践与实操。 本系列合集，点击链接查看 如今，很多 AI 应用程序都采用了常见的聊天模式（"chat" UX）。尽管这种模式实现起来比较简单，但它会带来额外的交互成本，限制了人类通过 AI 扩展 Jan 16, 2025 · LangChain’s AI Email Assistant: Your smart, ambient inbox partner. Open Agent Platform provides a modern, web-based interface for creating, managing, and interacting with LangGraph agents. Contribute to Arseni1919/Learning_Ambient_Agents_with_LangGraph development by creating an account on GitHub. They perform tasks autonomously and asynchronously “in the background”, often without a chat interface. Scott outlined the history of Devin, Cognition’s coding agent. The repo is a guide to building agents from scratch. Jul 10, 2025 · Learn about the fundamentals of LangGraph through building an ambient email agent - Activity · langchain-ai/ambient-agent-101 GitHub is where people build software. What is an ambient agent? Build your own ambient agent to manage your email. Build, test, and deploy your code right from GitHub. This document explains the purpose of the protocol and makes the case for each of the endpoints in the spec. Jan 15, 2025 · LangChain’s founder Harrison Chase is looking to advance agentic AI with the concept of ambient agents, which might well be the next step on the path to generalized intelligence. It's grouped into 4 sections in the notebook in notebooks, with accompanying code in the src/email Contribute to simerusm/ambient-agent development by creating an account on GitHub. Ambient agents represent a shift from chat-based AI interactions to AI that works quietly in the background, monitoring and analyzing information without requiring constant user attention. - Jammy2005/AmbientAgent3 Contribute to simerusm/ambient-agent development by creating an account on GitHub. See the full Aug 2, 2024 · This is our second post focused on UX for agents. This efficiency is critical for real-time applications The repo is a guide to building agents from scratch. Contribute to simerusm/ambient-agent development by creating an account on GitHub. Telegram ambient agent. Jan 15, 2025 · Ambient agents represent a novel approach to AI assistance that fundamentally changes how AI systems interact with their environment. A2A aims to provide a common Contribute to mindscope-world/Building-Ambient-Agents-with-LangGraph development by creating an account on GitHub. Contribute to bravomiguel/ambient-agent development by creating an account on GitHub. Contribute to langchain-ai/langgraph development by creating an account on GitHub. Agent Laboratory is an end-to-end autonomous research workflow meant to assist you as the human researcher toward implementing your research ideas - sugatoray/agentlaboratory GitHub Actions makes it easy to automate all your software workflows, now with world-class CI/CD. May 9, 2025 · Ambient agents amplify productivity, but oversight ensures alignment, safety, and explainability. I mentored in the design of cloud solutions using Azure IoT, bigdata, hadoop for hosting the project and also demonstrated using containers and microservices to host project modules in the cloud Learn about the fundamentals of LangGraph through building an ambient email agent - Actions · langchain-ai/ambient-agent-101 LangGraph Ambient Email Agent. This repository serves as a comprehensive resource for learning, building, and sharing GenAI agents, ranging from simple conversational bots to complex, multi-agent systems. Build resilient language agents as graphs. Scott Wu of Cognition showed a key driver for this: the length of tasks that AI can perform autonomously is doubling every ~7 months. AI，📜 白皮书：Google 眼中的 🤖 AI Agents，🦜🕸️ LangGraph 应用上新：Report mAIstro ️ 写作大师，🦜🕸️ LangGraph Command：助力多 Agent 系统开发的多面手！ ，🦜🕸️ LangGraph：高阶 RAG 实战（Self-Reflective），🦜🕸️ LangGraph Platform 发布！ Ambient agent for Gmail triage & response, based off of LangChain's executive-ai-assistant. These section build from the basics of In this session, you will learn about the fundamentals of LangGraph through one of our notebooks. Contribute to shobhitagnihotri69/Ambient-agent-with-Langgraph development by creating an account on GitHub. An agent is a custom agents application data fine-tuning 框架 llamaindex 大语言模型 rag vector-database multi-agents Python 42. Learn about the fundamentals of LangGraph through building an ambient email agent - langchain-ai/ambient-agent-101. Explore ambient agents that act on real-time events without prompts. GitHub is where people build software. An open protocol enabling communication and interoperability between opaque agentic applications. These section build from the basics of ，🪁 Copilot AG-UI：Agent 前后端交互协议 🦜 LangGraph、CrewAI 尽在掌握 🚀，🦜🕸️ LangGraph 快速上手工具调用，探索 AI Agent 中的“记忆管理” 🧠，🦜🕸️ LangGraph Platform 发布！ 支持本地服务建构！ ，基于【LangGraph】构建长期记忆Agent，吴恩达联手LangChain创始人！ Contribute to Arseni1919/Learning_Ambient_Agents_with_LangGraph development by creating an account on GitHub. Learn their enterprise applications, architecture, and how to build them with ZBrain. 18 k 1 天前 Building Ambient Agents with LangGraph Course. 🔁 Analogy: The BaseActor is a Dapr Virtual Actor - AI agent runtime equipped with event driven features - mjunaidca/ambient-agent-aiactor A demo of creating distributed ambient agents. Contribute to AgentifyLABS/Langchain development by creating an account on GitHub. It's grouped into 4 sections, each with a notebook and accompanying code in the src/email_assistant directory. A collection of works that investigate social agents, simulations and their real-world impact in text, embodied, and robotics contexts. Jul 7, 2025 · Learn about the fundamentals of LangGraph through building an ambient email agent - Pull requests · langchain-ai/ambient-agent-101 Jan 21, 2025 · 在过去的六个月中，我们在 LangChain 一直在探索一种新方式：能够响应环境信号的代理（Ambient Agents）。 这些代理只会在发现重要机会或需要用户反馈时才与用户互动，避免了频繁打断用户。 LangChain’s Harrison Chase introduces the concept of ambient agents, AI systems that operate in the background responding to events rather than prompts. Jan 21, 2025 · Ambient agents listen to an event stream and act on it accordingly, potentially acting on multiple events at a time. 附课件代码 DeepLearning. Think of them less like autopilots and more like smart co-pilots that can take over routine tasks Contribute to mindscope-world/Building-Ambient-Agents-with-LangGraph development by creating an account on GitHub. Over the next few days, we'll release additional examples and tooling to help you build your own ambient workflows. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. We discuss ambient background agents, which can handle multiple tasks at the same time, and how they can be used in your workflow. Building langgraph agent for multiple use cases . Ambient agents represent the next evolution in automation — moving beyond reactive chatbots to proactive, event-driven AI helpers that work autonomously in the background. Building Ambient Agents with LangGraph Course. Contribute to arturl/ambient-agents-playground development by creating an account on GitHub. The Agent2Agent (A2A) protocol addresses a critical challenge in the AI landscape: enabling gen AI agents, built on diverse frameworks by different companies running on separate servers, to communicate and collaborate effectively - as agents, not just as tools. LangGraph Ambient Email Agent. A demo of creating distributed ambient agents. 这种设计理念使得 AI 助手更像是一个积极主动的私人助理，而不是被动的对话工具。 从实际应用来看，已经有了两个典型示例：邮件助手和社交媒体助手。 Contribute to csabakecskemeti/ambient_agents development by creating an account on GitHub. ehbs kcqvsd rcpy tujbf zcvy egvdfj xqy yawn dckc jmwoy