[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-74118":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":18,"stars90d":16,"forks30d":16,"starsTrendScore":19,"compositeScore":20,"rankGlobal":10,"rankLanguage":10,"license":10,"archived":21,"fork":21,"defaultBranch":22,"hasWiki":21,"hasPages":21,"topics":23,"createdAt":10,"pushedAt":10,"updatedAt":39,"readmeContent":40,"aiSummary":41,"trendingCount":16,"starSnapshotCount":16,"syncStatus":42,"lastSyncTime":43,"discoverSource":44},74118,"julep","julep-ai\u002Fjulep","julep-ai","Deploy serverless AI workflows at scale. Firebase for AI agents","https:\u002F\u002Fdocs.julep.ai\u002F",null,"Jupyter Notebook",6609,975,21,68,0,3,5,9,39.97,false,"dev",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"agents","ai","ai-agents","ai-agents-framework","ai-memory","ai-platform","aiagents","developer-tools","devfest","llm","llm-ops","node","node-js","nodejs","python","2026-06-12 02:03:22","\u003Csup>\u003Cdiv align=\"center\">\n  \u003C!-- Keep these links. Translations will automatically update with the README. -->\n  [Deutsch](https:\u002F\u002Fwww.readme-i18n.com\u002Fjulep-ai\u002Fjulep?lang=de) |\n  [Español](https:\u002F\u002Fwww.readme-i18n.com\u002Fjulep-ai\u002Fjulep?lang=es) |\n  [français](https:\u002F\u002Fwww.readme-i18n.com\u002Fjulep-ai\u002Fjulep?lang=fr) |\n  [日本語](https:\u002F\u002Fwww.readme-i18n.com\u002Fjulep-ai\u002Fjulep?lang=ja) |\n  [한국어](https:\u002F\u002Fwww.readme-i18n.com\u002Fjulep-ai\u002Fjulep?lang=ko) |\n  [Português](https:\u002F\u002Fwww.readme-i18n.com\u002Fjulep-ai\u002Fjulep?lang=pt) |\n  [Русский](https:\u002F\u002Fwww.readme-i18n.com\u002Fjulep-ai\u002Fjulep?lang=ru) |\n  [中文](https:\u002F\u002Fwww.readme-i18n.com\u002Fjulep-ai\u002Fjulep?lang=zh)\n\u003C\u002Fdiv>\u003C\u002Fsup>\n\n\n\u003Cdiv align=\"center\">\n\n```\n      ██╗ ██╗   ██╗ ██╗      ███████╗ ██████╗       █████╗  ██╗\n      ██║ ██║   ██║ ██║      ██╔════╝ ██╔══██╗     ██╔══██╗ ██║\n      ██║ ██║   ██║ ██║      █████╗   ██████╔╝     ███████║ ██║\n ██   ██║ ██║   ██║ ██║      ██╔══╝   ██╔═══╝      ██╔══██║ ██║\n ╚█████╔╝ ╚██████╔╝ ███████╗ ███████╗ ██║          ██║  ██║ ██║\n  ╚════╝   ╚═════╝  ╚══════╝ ╚══════╝ ╚═╝          ╚═╝  ╚═╝ ╚═╝\n```\n\n\u003Cbr>\n  \u003Cp>\n   \u003Ca href=\"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@julep\u002Fsdk\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fv\u002F%40julep%2Fsdk?style=social&logo=npm&link=https%3A%2F%2Fwww.npmjs.com%2Fpackage%2F%40julep%2Fsdk\" alt=\"NPM Version\" height=\"28\">\u003C\u002Fa>\n    \u003Cspan> \u003C\u002Fspan>\n    \u003Ca href=\"https:\u002F\u002Fpypi.org\u002Fproject\u002Fjulep\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fpypi\u002Fv\u002Fjulep?style=social&logo=python&label=PyPI&link=https%3A%2F%2Fpypi.org%2Fproject%2Fjulep\" alt=\"PyPI - Version\" height=\"28\">\u003C\u002Fa>\n    \u003Cspan> \u003C\u002Fspan>\n    \u003Ca href=\"https:\u002F\u002Fhub.docker.com\u002Fu\u002Fjulepai\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fdocker\u002Fv\u002Fjulepai\u002Fagents-api?sort=semver&style=social&logo=docker&link=https%3A%2F%2Fhub.docker.com%2Fu%2Fjulepai\" alt=\"Docker Image Version\" height=\"28\">\u003C\u002Fa>\n    \u003Cspan> \u003C\u002Fspan>\n    \u003Ca href=\"https:\u002F\u002Fchoosealicense.com\u002Flicenses\u002Fapache\u002F\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002Fjulep-ai\u002Fjulep\" alt=\"GitHub License\" height=\"28\">\u003C\u002Fa>\n  \u003C\u002Fp>\n\n  \u003Ch3 align=\"center\">\n    \u003Ca href=\"https:\u002F\u002Fdiscord.com\u002Finvite\u002FJTSBGRZrzj\" rel=\"dofollow\">\u003Cimg src=\"https:\u002F\u002Fuser-images.githubusercontent.com\u002F74038190\u002F235294015-47144047-25ab-417c-af1b-6746820a20ff.gif\" width=\"45\">\u003C\u002Fa>\n    ·\n    \u003Ca href=\"https:\u002F\u002Fx.com\u002Fjulep_ai\" rel=\"dofollow\">\u003Cimg src=\"https:\u002F\u002Fraw.githubusercontent.com\u002Fgist\u002FIgnaceMaes\u002F744cd9cf41ec6acf46fc8f4e9f370f86\u002Fraw\u002Fd16658c2945d30c8a953b35cb17dd7085111b46c\u002Fx-logo.svg\" width=\"32\">\u003C\u002Fa>\n    ·\n    \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fcompany\u002Fjulep-ai\" rel=\"dofollow\">\u003Cimg src=\"https:\u002F\u002Fuser-images.githubusercontent.com\u002F74038190\u002F235294012-0a55e343-37ad-4b0f-924f-c8431d9d2483.gif\" width=\"45\">\u003C\u002Fa>\n\n  \u003C\u002Fh3>\n\u003C\u002Fdiv>\n\n---\n\n## ⚠️ Important Notice: Julep is Shutting Down\n\n**The Julep backend and dashboard will shut down on December 31, 2025.**\n\nJulep is open source and you can continue using it by self-hosting. See the [Self-Hosting Guide](https:\u002F\u002Fdocs.julep.ai\u002Fadvanced\u002Flocalsetup) for instructions.\n\n**We're now working on [memory.store](https:\u002F\u002Fmemory.store\u002F)** — check it out!\n\n---\n\n\u003C!-- START doctoc generated TOC please keep comment here to allow auto update -->\n\u003C!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->\n\u003Ch3>📖 Table of Contents\u003C\u002Fh3>\n\n- [Why Julep?](#why-julep)\n- [Self-Hosting](#self-hosting)\n- [Documentation and Examples](#documentation-and-examples)\n- [Community and Contributions](#community-and-contributions)\n- [License](#license)\n\n\u003C!-- END doctoc generated TOC please keep comment here to allow auto update -->\n\n\n\n\n## Why Julep?\n\nJulep is an open-source platform for building **agent-based AI workflows** that go far beyond simple chains of prompts. It lets you orchestrate complex, multi-step processes with Large Language Models (LLMs) and tools **without managing any infrastructure**. With Julep, you can create AI agents that **remember past interactions** and handle sophisticated tasks with branching logic, loops, parallel execution, and integration of external APIs. In short, Julep acts like a *“Firebase for AI agents,”* providing a robust backend for intelligent workflows at scale.\n\n**Key Features and Benefits:**\n\n* **Persistent Memory:** Build AI agents that maintain context and long-term memory across conversations, so they can learn and improve over time.\n* **Modular Workflows:** Define complex tasks as modular steps (in YAML or code) with conditional logic, loops, and error handling. Julep’s workflow engine manages multi-step processes and decisions automatically.\n* **Tool Orchestration:** Easily integrate external tools and APIs (web search, databases, third-party services, etc.) as part of your agent’s toolkit. Julep’s agents can invoke these tools to augment their capabilities, enabling Retrieval-Augmented Generation and more.\n* **Parallel & Scalable:** Run multiple operations in parallel for efficiency, and let Julep handle scaling and concurrency under the hood. The platform is serverless, so it seamlessly scales workflows without extra devops overhead.\n* **Reliable Execution:** Don’t worry about glitches – Julep provides built-in retries, self-healing steps, and robust error handling to keep long-running tasks on track. You also get real-time monitoring and logging to track progress.\n* **Easy Integration:** Get started quickly with our SDKs for **Python** and **Node.js**, or use the Julep CLI for scripting. Julep’s REST API is available if you want to integrate directly into other systems.\n\n\u003Cimg src=\".\u002F.github\u002Fjulep.gif\"\u002F>\n\n*Focus on your AI logic and creativity, while Julep takes care of the heavy lifting!* \u003Cimg src=\"https:\u002F\u002Fgithub.com\u002FAnmol-Baranwal\u002FCool-GIFs-For-GitHub\u002Fassets\u002F74038190\u002F2c0eef4b-7b75-42bd-9722-4bea97a2d532\" width=\"20\">\n\n\n\n## Self-Hosting\n\nSince the hosted version is shutting down, you can self-host Julep to continue using it.\n\n1. **Install the SDK:** Install the Julep SDK for your preferred language:\n\n   * \u003Cimg src=\"https:\u002F\u002Fuser-images.githubusercontent.com\u002F74038190\u002F212257472-08e52665-c503-4bd9-aa20-f5a4dae769b5.gif\" width=\"20\"> **Python:** `pip install julep`\n   * \u003Cimg src=\"https:\u002F\u002Fuser-images.githubusercontent.com\u002F74038190\u002F212257454-16e3712e-945a-4ca2-b238-408ad0bf87e6.gif\" width=\"20\"> **Node.js:** `npm install @julep\u002Fsdk` (or `yarn add @julep\u002Fsdk`)\n\n2. **Self-Host Julep:** Follow the [Self-Hosting Guide](https:\u002F\u002Fdocs.julep.ai\u002Fadvanced\u002Flocalsetup) to run Julep on your own infrastructure.\n\n3. **Define Your Agent:** Use the SDK or YAML to define an agent and its task workflow. For example, you can specify the agent's memory, tools it can use, and a step-by-step task logic. (See the **[Quick Start](https:\u002F\u002Fdocs.julep.ai\u002Fintroduction\u002Fquick-start)** in our docs for a detailed walkthrough.)\n\n4. **Run a Workflow:** Invoke your agent through the SDK to execute the task. Julep will orchestrate the entire workflow and manage the state, tool calls, and LLM interactions for you.\n\nThat's it! For a complete tutorial, check out the **[Quick Start Guide](https:\u002F\u002Fdocs.julep.ai\u002Fintroduction\u002Fquick-start)** in the documentation.\n\n> **Note:** Julep also offers a command-line interface (CLI) to manage workflows and agents. See the [Julep CLI docs](https:\u002F\u002Fdocs.julep.ai\u002Fresponses\u002Fquickstart#cli-installation) for details.\n\n\n\n## Documentation and Examples\n\n\nLooking to dive deeper? The **[Julep Documentation](https:\u002F\u002Fdocs.julep.ai)** covers everything you need to master the platform – from core concepts (Agents, Tasks, Sessions, Tools) to advanced topics like agent memory management and architecture internals. Key resources include:\n\n* **[Concept Guides](https:\u002F\u002Fdocs.julep.ai\u002Fconcepts\u002F):** Learn about Julep’s architecture, how sessions and memory work, using tools, managing long conversations, and more.\n* **[API & SDK Reference](https:\u002F\u002Fdocs.julep.ai\u002Fapi-reference\u002F):** Find detailed reference for all SDK methods and REST API endpoints to integrate Julep into your applications.\n* **[Tutorials](https:\u002F\u002Fdocs.julep.ai\u002Ftutorials\u002F):** Step-by-step guides for building real applications (e.g. a research agent that searches the web, a trip-planning assistant, or a chatbot with custom knowledge).\n* **[Cookbook Recipes](https:\u002F\u002Fgithub.com\u002Fjulep-ai\u002Fjulep\u002Ftree\u002Fdev\u002Fcookbooks):** Explore the **Julep Cookbook** for ready-made example workflows and agents. These recipes demonstrate common patterns and use cases – a great way to learn by example. *Browse the [`cookbooks\u002F`](https:\u002F\u002Fgithub.com\u002Fjulep-ai\u002Fjulep\u002Ftree\u002Fdev\u002Fcookbooks) directory in this repository for sample agent definitions.*\n* **[IDE Integration](https:\u002F\u002Fcontext7.com\u002Fjulep-ai\u002Fjulep):** Access Julep documentation directly in your IDE! Perfect for getting instant answers while coding.\n\n\n\n## Community and Contributions\n\nJoin our growing community of developers and AI enthusiasts! Here are some ways to get involved and get support:\n\n* **Discord Community:** Have questions or ideas? Join the conversation on our [official Discord server](https:\u002F\u002Fdiscord.gg\u002F7H5peSN9QP) to chat with other users.\n* **GitHub Discussions and Issues:** Feel free to use GitHub for reporting bugs, requesting features, or discussing implementation details. Check out the [**good first issues**](https:\u002F\u002Fgithub.com\u002Fjulep-ai\u002Fjulep\u002Fissues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) if you'd like to contribute – we welcome contributions of all kinds.\n* **Contributing:** If you want to contribute code or improvements, please see our [Contributing Guide](.github\u002FCONTRIBUTING.md) for how to get started. We appreciate all PRs and feedback.\n\n*Pro tip: \u003Cimg src=\"https:\u002F\u002Fgithub.com\u002FAnmol-Baranwal\u002FCool-GIFs-For-GitHub\u002Fassets\u002F74038190\u002Fe379a33a-b428-4385-b44f-3da16e7bac9f\" width=\"35\"> Star our repo to stay updated.*\n\n\u003Cbr\u002F>\n\nYour contributions, big or small, are valuable to us. Let's build something amazing together!    \u003Cimg src=\"https:\u002F\u002Fgithub.com\u002FAnmol-Baranwal\u002FCool-GIFs-For-GitHub\u002Fassets\u002F74038190\u002F2c0eef4b-7b75-42bd-9722-4bea97a2d532\" width=\"20\">\n \u003Cimg src=\"https:\u002F\u002Fuser-images.githubusercontent.com\u002F74038190\u002F216125640-2783ebd5-e63e-4ed1-b491-627a40b24850.png\" width=\"20\">\n\n\u003Ch4>Our Amazing Contributors:\u003C\u002Fh4>\n\n\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fjulep-ai\u002Fjulep\u002Fgraphs\u002Fcontributors\">\n  \u003Cimg src=\"https:\u002F\u002Fcontrib.rocks\u002Fimage?repo=julep-ai\u002Fjulep\" \u002F>\n\u003C\u002Fa>\n\n\u003Cbr\u002F>\n\n## License\n\nJulep is offered under the **Apache 2.0 License**, which means it’s free to use in your own projects. See the [LICENSE](.github\u002FLICENSE) file for details. Enjoy building with Julep!\n","Julep是一个用于大规模部署无服务器AI工作流的平台，被誉为AI代理的Firebase。它支持使用Jupyter Notebook开发，并提供了强大的AI代理框架，包括记忆管理、开发者工具和LLM操作等功能。项目的核心在于简化AI应用的构建与部署流程，使得开发者能够更加专注于业务逻辑而无需担心底层基础设施。特别适合需要快速迭代和扩展AI服务的企业或个人开发者使用。尽管官方宣布将于2025年底停止后端及仪表盘服务，但作为开源项目，用户仍可通过自托管方式继续利用其功能。",2,"2026-06-11 03:48:52","high_star"]