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<!-- ELLIPSIS_HIDDEN --> > [!IMPORTANT] > Update image source and "Explore Docs" link text in README files across multiple languages. > > - **Image Update**: > - Updated image source in `README-CN.md`, `README-FR.md`, `README-JA.md`, `README.md`, and `cookbooks/README.md` to `https://github.com/user-attachments/assets/10ba11e4-4ced-400e-a400-ee0f72541780`. > - **Text Changes**: > - Added "(wip)" to "Explore Docs" link in `README.md` and its translations. > - Updated "Explore Docs" link text in `README-CN.md`, `README-FR.md`, and `README-JA.md` to indicate work in progress. > - Updated "Explore Docs" link text in `README.md` to "Explore Docs (wip)". > > <sup>This description was created by </sup>[<img alt="Ellipsis" src="https://img.shields.io/badge/Ellipsis-blue?color=175173">](https://www.ellipsis.dev?ref=julep-ai%2Fjulep&utm_source=github&utm_medium=referral)<sup> for 7831671. It will automatically update as commits are pushed.</sup> <!-- ELLIPSIS_HIDDEN --> --------- Co-authored-by: Diwank Singh Tomer <[email protected]> Co-authored-by: creatorrr <[email protected]>
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Diff for: README-CN.md

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<sup>[English](README.md) | [中文翻译](README-CN.md) | [日本語翻訳](README-JA.md) | [French](README-FR.md)</sup>
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<div align="center" id="top">
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<img src="https://socialify.git.ci/julep-ai/julep/image?description=1&descriptionEditable=API%20for%20AI%20agents%20and%20multi-step%20tasks&forks=1&name=1&owner=1&pattern=Solid&stargazers=1&font=Source%20Code%20Pro&logo=https%3A%2F%2Fraw.githubusercontent.com%2Fjulep-ai%2Fjulep%2Fdev%2F.github%2Fjulep-logo.svg&theme=Auto" alt="julep" width="640" height="320" />
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<img src="https://github.com/user-attachments/assets/10ba11e4-4ced-400e-a400-ee0f72541780" alt="julep" width="640" height="320" />
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</div>
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<p align="center">
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<br />
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<a href="https://docs.julep.ai" rel="dofollow">探索文档</a>
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<a href="https://docs.julep.ai" rel="dofollow">探索文档(正在开发中)</a>
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<!-- START doctoc generated TOC please keep comment here to allow auto update -->
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<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
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<h3>📖 Table of Contents</h3>
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- [主要特点](#%E4%B8%BB%E8%A6%81%E7%89%B9%E7%82%B9)
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- [Python 快速入门🐍](#python-%E5%BF%AB%E9%80%9F%E5%85%A5%E9%97%A8)
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- [Node.js Quick Start 🟩](#nodejs-quick-start-)
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- [Step 1: Create an Agent](#step-1-create-an-agent)
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- [Components](#components)
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- [Mental Model](#mental-model)
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- [Concepts](#concepts)
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- [Understanding Tasks](#understanding-tasks)
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- [Lifecycle of a Task](#lifecycle-of-a-task)
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- [Types of Workflow Steps](#types-of-workflow-steps)
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- [Tool Types](#tool-types)
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- [User-defined `functions`](#user-defined-functions)
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- [`system` tools](#system-tools)
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- [Built-in `integrations`](#built-in-integrations)
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- [Direct `api_calls`](#direct-api_calls)
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- [Integrations](#integrations)
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- [Other Features](#other-features)
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- [Adding Tools to Agents](#adding-tools-to-agents)
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- [Managing Sessions and Users](#managing-sessions-and-users)
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- [Document Integration and Search](#document-integration-and-search)
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- [SDK 参考](#sdk-%E5%8F%82%E8%80%83)
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- [API 参考](#api-%E5%8F%82%E8%80%83)
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- [本地快速启动](#%E6%9C%AC%E5%9C%B0%E5%BF%AB%E9%80%9F%E5%90%AF%E5%8A%A8)
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- [Julep 和 LangChain 等有什么区别?](#julep-%E5%92%8C-langchain-%E7%AD%89%E6%9C%89%E4%BB%80%E4%B9%88%E5%8C%BA%E5%88%AB)
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- [不同的用例](#%E4%B8%8D%E5%90%8C%E7%9A%84%E7%94%A8%E4%BE%8B)
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- [不同的外形尺寸](#%E4%B8%8D%E5%90%8C%E7%9A%84%E5%A4%96%E5%BD%A2%E5%B0%BA%E5%AF%B8)
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<h3>📖 目录</h3>
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- [简介](#introduction)
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- [主要特点](#key-features)
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- [快速示例](#quick-example)
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- [安装](#安装)
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- [Python 快速入门 🐍](#python-quick-start-)
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- [Node.js 快速入门🟩](#nodejs-quick-start-)
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- [步骤 1:创建代理](#step-1-create-an-agent)
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- [组件](#components)
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- [心智模型](#mental-model)
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- [概念](#concepts)
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- [理解任务](#understanding-tasks)
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- [任务的生命周期](#lifecycle-of-a-task)
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- [工作流步骤的类型](#types-of-workflow-steps)
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- [工具类型](#tool-types)
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- [用户定义的`函数`](#user-defined-functions)
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- [`系统` 工具](#system-tools)
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- [内置 `integrations`](#built-in-integrations)
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-[直接`api_calls`](#direct-api_calls)
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- [集成](#integrations)
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- [其他功能](#other-features)
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- [向代理添加工具](#adding-tools-to-agents)
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- [管理会话和用户](#managing-sessions-and-users)
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- [文档集成与搜索](#document-integration-and-search)
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- [参考](#reference)
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- [SDK 参考](#sdk-reference)
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- [API 参考](#api-reference)
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- [本地快速启动](#local-quickstart)
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- [Julep 和 LangChain 等有什么区别?](#julep 和 langchain 等之间有什么区别)
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- [不同用例](#different-use-cases)
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- [不同的外形尺寸](#different-form-factor)
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- [总结](#in-summary)
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<!-- END doctoc generated TOC please keep comment here to allow auto update -->
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设置:
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api_key: string # BrowserBase 的 API 密钥
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project_id: string # BrowserBase 的项目 ID
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session_id: string # (可选)BrowserBase 的会话 ID
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session_id: string #(可选)BrowserBase 的会话 ID
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<sup>[English](README.md) | [中文翻译](README-CN.md) | [日本語翻訳](README-JA.md) | [French](README-FR.md)</sup>
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<img src="https://socialify.git.ci/julep-ai/julep/image?description=1&descriptionEditable=API%20for%20AI%20agents%20and%20multi-step%20tasks&forks=1&name=1&owner=1&pattern=Solid&stargazers=1&font=Source%20Code%20Pro&logo=https%3A%2F%2Fraw.githubusercontent.com%2Fjulep-ai%2Fjulep%2Fdev%2F.github%2Fjulep-logo.svg&theme=Auto" alt="julep" width="640" height="320" />
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<img src="https://github.com/user-attachments/assets/10ba11e4-4ced-400e-a400-ee0f72541780" alt="julep" width="640" height="320" />
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<a href="https://docs.julep.ai" rel="dofollow">Explorer les documents</a>
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<a href="https://docs.julep.ai" rel="dofollow">Explorer les documents (en cours)</a>
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<!-- START doctoc generated TOC please keep comment here to allow auto update -->
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<h3>📖 Table of Contents</h3>
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<h3>📖 Table des matières</h3>
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- [Introduction](#introduction)
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- [Principales caractéristiques](#principales-caract%C3%A9ristiques)
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- [Exemple rapide](#exemple-rapide)
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- [Présentation](#introduction)
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- [Caractéristiques principales](#key-features)
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- [Exemple rapide](#quick-example)
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- [Installation](#installation)
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- [Démarrage rapide de Python 🐍](#d%C3%A9marrage-rapide-de-python-)
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- [Node.js Quick Start 🟩](#nodejs-quick-start-)
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- [Step 1: Create an Agent](#step-1-create-an-agent)
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- [Components](#components)
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- [Mental Model](#mental-model)
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- [Démarrage rapide de Python 🐍](#python-quick-start-)
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- [Démarrage rapide de Node.js 🟩](#nodejs-quick-start-)
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- [Étape 1 : Créer un agent](#step-1-create-an-agent)
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- [Composants](#composants)
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- [Modèle mental](#mental-model)
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- [Concepts](#concepts)
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- [Understanding Tasks](#understanding-tasks)
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- [Lifecycle of a Task](#lifecycle-of-a-task)
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- [Types of Workflow Steps](#types-of-workflow-steps)
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- [Tool Types](#tool-types)
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- [User-defined `functions`](#user-defined-functions)
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- [`system` tools](#system-tools)
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- [Built-in `integrations`](#built-in-integrations)
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- [Direct `api_calls`](#direct-api_calls)
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- [Integrations](#integrations)
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- [Other Features](#other-features)
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- [Adding Tools to Agents](#adding-tools-to-agents)
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- [Managing Sessions and Users](#managing-sessions-and-users)
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- [Document Integration and Search](#document-integration-and-search)
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- [Référence](#r%C3%A9f%C3%A9rence)
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- [Référence du SDK](#r%C3%A9f%C3%A9rence-du-sdk)
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- [Référence API](#r%C3%A9f%C3%A9rence-api)
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- [Démarrage rapide local](#d%C3%A9marrage-rapide-local)
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- [Quelle est la différence entre Julep et LangChain etc ?](#quelle-est-la-diff%C3%A9rence-entre-julep-et-langchain-etc-)
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- [Différents cas d'utilisation](#diff%C3%A9rents-cas-dutilisation)
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- [Facteur de forme différent](#facteur-de-forme-diff%C3%A9rent)
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- [En résumé](#en-r%C3%A9sum%C3%A9)
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- [Comprendre les tâches](#understanding-tasks)
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- [Cycle de vie d'une tâche](#cycle-de-vie-d-une-tâche)
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- [Types d'étapes de flux de travail](#types-of-workflow-steps)
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- [Types d'outils](#types-d'outils)
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- [`Fonctions` définies par l'utilisateur](#user-defined-functions)
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- [outils système](#outils-système)
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- [`Intégrations` intégrées](#integrations-integrées)
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- [Appels directs `api_calls`](#appels directs-api_calls)
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- [Intégrations](#intégrations)
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- [Autres fonctionnalités](#other-features)
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- [Ajout d'outils aux agents](#adding-tools-to-agents)
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- [Gestion des sessions et des utilisateurs](#managing-sessions-and-users)
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- [Intégration et recherche de documents](#document-integration-and-search)
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- [Référence](#référence)
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- [Référence SDK](#sdk-reference)
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- [Référence API](#api-reference)
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- [Démarrage rapide local](#local-quickstart)
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- [Quelle est la différence entre Julep et LangChain etc ?](#quelle-est-la-différence-entre-julep-et-langchain-etc)
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- [Différents cas d'utilisation](#different-use-cases)
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- [Facteur de forme différent](#different-form-factor)
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- [En résumé](#en-resumé)
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<!-- END doctoc generated TOC please keep comment here to allow auto update -->
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client classDef fill:#9ff,trait:#333,largeur-trait:1px;
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client classDef remplissage : #9ff, trait : #333, largeur du trait : 1 px ;
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<sup>[English](README.md) | [中文翻译](README-CN.md) | [日本語翻訳](README-JA.md) | [French](README-FR.md)</sup>
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<img src="https://socialify.git.ci/julep-ai/julep/image?description=1&descriptionEditable=API%20for%20AI%20agents%20and%20multi-step%20tasks&forks=1&name=1&owner=1&pattern=Solid&stargazers=1&font=Source%20Code%20Pro&logo=https%3A%2F%2Fraw.githubusercontent.com%2Fjulep-ai%2Fjulep%2Fdev%2F.github%2Fjulep-logo.svg&theme=Auto" alt="julep" width="640" height="320" />
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<!-- START doctoc generated TOC please keep comment here to allow auto update -->
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<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
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<h3>📖 Table of Contents</h3>
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- [主な特徴](#%E4%B8%BB%E3%81%AA%E7%89%B9%E5%BE%B4)
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- [簡単な例](#%E7%B0%A1%E5%8D%98%E3%81%AA%E4%BE%8B)
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- [インストール](#%E3%82%A4%E3%83%B3%E3%82%B9%E3%83%88%E3%83%BC%E3%83%AB)
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- [Python クイックスタート 🐍](#python-%E3%82%AF%E3%82%A4%E3%83%83%E3%82%AF%E3%82%B9%E3%82%BF%E3%83%BC%E3%83%88-)
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- [Node.js Quick Start 🟩](#nodejs-quick-start-)
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- [Step 1: Create an Agent](#step-1-create-an-agent)
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- [Components](#components)
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- [Mental Model](#mental-model)
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- [Concepts](#concepts)
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- [Understanding Tasks](#understanding-tasks)
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- [Lifecycle of a Task](#lifecycle-of-a-task)
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- [Types of Workflow Steps](#types-of-workflow-steps)
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- [Tool Types](#tool-types)
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- [User-defined `functions`](#user-defined-functions)
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- [`system` tools](#system-tools)
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- [Built-in `integrations`](#built-in-integrations)
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- [Direct `api_calls`](#direct-api_calls)
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- [Integrations](#integrations)
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- [Other Features](#other-features)
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- [Adding Tools to Agents](#adding-tools-to-agents)
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- [Managing Sessions and Users](#managing-sessions-and-users)
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- [Document Integration and Search](#document-integration-and-search)
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- [SDK リファレンス](#sdk-%E3%83%AA%E3%83%95%E3%82%A1%E3%83%AC%E3%83%B3%E3%82%B9)
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- [API リファレンス](#api-%E3%83%AA%E3%83%95%E3%82%A1%E3%83%AC%E3%83%B3%E3%82%B9)
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- [ローカルクイックスタート](#%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%AB%E3%82%AF%E3%82%A4%E3%83%83%E3%82%AF%E3%82%B9%E3%82%BF%E3%83%BC%E3%83%88)
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- [Julep と LangChain などの違いは何ですか?](#julep-%E3%81%A8-langchain-%E3%81%AA%E3%81%A9%E3%81%AE%E9%81%95%E3%81%84%E3%81%AF%E4%BD%95%E3%81%A7%E3%81%99%E3%81%8B)
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- [さまざまなユースケース](#%E3%81%95%E3%81%BE%E3%81%96%E3%81%BE%E3%81%AA%E3%83%A6%E3%83%BC%E3%82%B9%E3%82%B1%E3%83%BC%E3%82%B9)
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- [異なるフォームファクタ](#%E7%95%B0%E3%81%AA%E3%82%8B%E3%83%95%E3%82%A9%E3%83%BC%E3%83%A0%E3%83%95%E3%82%A1%E3%82%AF%E3%82%BF)
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<h3>📖 目次</h3>
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- [はじめに](#introduction)
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- [主な特徴](#key-features)
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- [簡単な例](#quick-example)
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- [インストール](#installation)
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- [Python クイックスタート 🐍](#python-quick-start-)
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- [Node.js クイック スタート 🟩](#nodejs-quick-start-)
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- [ステップ 1: エージェントを作成する](#step-1-create-an-agent)
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- [コンポーネント](#components)
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- [メンタルモデル](#mental-model)
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- [コンセプト](#concepts)
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- [タスクの理解](#understanding-tasks)
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- [タスクのライフサイクル](#lifecycle-of-a-task)
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- [ワークフロー ステップの種類](#types-of-workflow-steps)
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- [ツールの種類](#tool-types)
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- [ユーザー定義の `functions`](#user-defined-functions)
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- [`システム` ツール](#system-tools)
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- [組み込みの `integrations`](#built-in-integrations)
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- [直接の `api_calls`](#direct-api_calls)
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- [統合](#integrations)
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- [その他の機能](#other-features)
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- [エージェントへのツールの追加](#adding-tools-to-agents)
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- [セッションとユーザーの管理](#managing-sessions-and-users)
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- [ドキュメントの統合と検索](#document-integration-and-search)
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- [参考](#reference)
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- [SDKリファレンス](#sdk-reference)
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- [APIリファレンス](#api-reference)
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- [ローカルクイックスタート](#local-quickstart)
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- [Julep と LangChain などの違いは何ですか?](#whats-the-difference-between-julep-and-langchain-etc)
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- [さまざまなユースケース](#different-use-cases)
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- [異なるフォームファクター](#different-form-factor)
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- [要約](#in-summary)
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6. 🔧 **自己修復**: Julep は失敗したステップを自動的に再試行し、メッセージを再送信し、一般的にタスクがスムーズに実行されるようにします
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![機能](https://github.com/user-attachments/assets/4355cbae-fcbd-4510-ac0d-f8f77b73af70)
@@ -586,7 +589,7 @@ const タスク = client.tasks.create(agentId, yaml.parse(taskYaml)) を待機
586589
/* ステップ 3: タスクを実行する */
587590
588591
非同期関数executeTask(taskId) {
589-
const 実行 = クライアントの実行の作成を待機します(taskId{
592+
const 実行 = クライアント.実行.作成(taskId, {
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入力: { アイデア: 「飛ぶことを学ぶ猫」 },
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});
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@@ -1305,7 +1308,7 @@ session_id: 文字列 # (オプション) BrowserBaseのセッションID
13051308
urls: list[string] # BrowserBaseで読み込むURL
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出力:
1308-
ドキュメント: リスト # URLから読み込まれたドキュメント
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documents: list # URLから読み込まれたドキュメント
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```
13101313

13111314
</td>
@@ -1457,7 +1460,7 @@ context_overflow="適応型"
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# 同じセッションで会話を続ける
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レスポンス = client.sessions.chat(
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セッションID=セッションID、
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session_id=セッションID、
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メッセージ=[
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{
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「役割」: 「ユーザー」、
@@ -1530,7 +1533,7 @@ metadata_filter={"category": "研究論文"}
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1. `git clone https://github.com/julep-ai/julep.git`
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2. `cd ジュレップ`
15321535
3. `docker volume create cozo_backup`
1533-
4. `docker volume create cozo_data`
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4. docker ボリュームを作成します cozo_data
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5. `cp .env.example .env # <-- このファイルを編集します`
15351538
6. `docker compose --env-file .env --profile temporal-ui --profile single-tenant --profile self-hosted-db up --build`
15361539

Diff for: README.md

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@@ -1,7 +1,7 @@
11
<sup>[English](README.md) | [中文翻译](README-CN.md) | [日本語翻訳](README-JA.md) | [French](README-FR.md) </sup>
22

33
<div align="center" id="top">
4-
<img src="https://socialify.git.ci/julep-ai/julep/image?description=1&descriptionEditable=API%20for%20AI%20agents%20and%20multi-step%20tasks&forks=1&name=1&owner=1&pattern=Solid&stargazers=1&font=Source%20Code%20Pro&logo=https%3A%2F%2Fraw.githubusercontent.com%2Fjulep-ai%2Fjulep%2Fdev%2F.github%2Fjulep-logo.svg&theme=Auto" alt="julep" width="640" height="320" />
4+
<img src="https://github.com/user-attachments/assets/10ba11e4-4ced-400e-a400-ee0f72541780" alt="julep" width="640" height="320" />
55
</div>
66

77
<p align="center">

Diff for: cookbooks/00-Devfest-Email-Assistant.ipynb

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"metadata": {},
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"source": [
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"<div align=\"center\" id=\"top\">\n",
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" <img src=\"https://socialify.git.ci/julep-ai/julep/image?description=1&descriptionEditable=API%20for%20AI%20agents%20and%20multi-step%20tasks&forks=1&name=1&owner=1&pattern=Solid&stargazers=1&font=Source%20Code%20Pro&logo=https%3A%2F%2Fraw.githubusercontent.com%2Fjulep-ai%2Fjulep%2Fdev%2F.github%2Fjulep-logo.svg&theme=Auto\" alt=\"julep\" width=\"640\" height=\"320\" />\n",
8+
" <img src=\"https://github.com/user-attachments/assets/10ba11e4-4ced-400e-a400-ee0f72541780\" alt=\"julep\" width=\"640\" height=\"320\" />\n",
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"</div>\n",
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"\n",
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"<p align=\"center\">\n",

Diff for: cookbooks/01-website-crawler.ipynb

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"metadata": {},
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"source": [
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"<div align=\"center\" id=\"top\">\n",
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" <img src=\"https://socialify.git.ci/julep-ai/julep/image?description=1&descriptionEditable=API%20for%20AI%20agents%20and%20multi-step%20tasks&forks=1&name=1&owner=1&pattern=Solid&stargazers=1&font=Source%20Code%20Pro&logo=https%3A%2F%2Fraw.githubusercontent.com%2Fjulep-ai%2Fjulep%2Fdev%2F.github%2Fjulep-logo.svg&theme=Auto\" alt=\"julep\" width=\"640\" height=\"320\" />\n",
8+
" <img src=\"https://github.com/user-attachments/assets/10ba11e4-4ced-400e-a400-ee0f72541780\" alt=\"julep\" width=\"640\" height=\"320\" />\n",
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"</div>\n",
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"\n",
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"<p align=\"center\">\n",

Diff for: cookbooks/02-sarcastic-news-headline-generator.ipynb

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"metadata": {},
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"source": [
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"<div align=\"center\" id=\"top\">\n",
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" <img src=\"https://socialify.git.ci/julep-ai/julep/image?description=1&descriptionEditable=API%20for%20AI%20agents%20and%20multi-step%20tasks&forks=1&name=1&owner=1&pattern=Solid&stargazers=1&font=Source%20Code%20Pro&logo=https%3A%2F%2Fraw.githubusercontent.com%2Fjulep-ai%2Fjulep%2Fdev%2F.github%2Fjulep-logo.svg&theme=Auto\" alt=\"julep\" width=\"640\" height=\"320\" />\n",
8+
" <img src=\"https://github.com/user-attachments/assets/10ba11e4-4ced-400e-a400-ee0f72541780\" alt=\"julep\" width=\"640\" height=\"320\" />\n",
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"</div>\n",
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"\n",
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"<p align=\"center\">\n",

Diff for: cookbooks/03-trip-planning-assistant.ipynb

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"metadata": {},
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"source": [
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"<div align=\"center\" id=\"top\">\n",
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" <img src=\"https://socialify.git.ci/julep-ai/julep/image?description=1&descriptionEditable=API%20for%20AI%20agents%20and%20multi-step%20tasks&forks=1&name=1&owner=1&pattern=Solid&stargazers=1&font=Source%20Code%20Pro&logo=https%3A%2F%2Fraw.githubusercontent.com%2Fjulep-ai%2Fjulep%2Fdev%2F.github%2Fjulep-logo.svg&theme=Auto\" alt=\"julep\" width=\"640\" height=\"320\" />\n",
8+
" <img src=\"https://github.com/user-attachments/assets/10ba11e4-4ced-400e-a400-ee0f72541780\" alt=\"julep\" width=\"640\" height=\"320\" />\n",
99
"</div>\n",
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"\n",
1111
"<p align=\"center\">\n",

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