From 481fc2f63df11f3d04d12cb54a5b6b103063251c Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Wed, 15 Apr 2026 02:46:41 +0000 Subject: [PATCH] docs: auto-translate updated content Triggered by: 81666470153326397e9c8abd5d0ae0f8c651bfb7 Source branch: v2/auto-transalte-refactor --- content/en/memos_cloud/quick_start.md | 36 +++++++++++++++++---------- 1 file changed, 23 insertions(+), 13 deletions(-) diff --git a/content/en/memos_cloud/quick_start.md b/content/en/memos_cloud/quick_start.md index bd6cf150..376f9c83 100644 --- a/content/en/memos_cloud/quick_start.md +++ b/content/en/memos_cloud/quick_start.md @@ -1,9 +1,9 @@ --- title: Quick Start -desc: Welcome to MemOS Cloud Platform. Refer to this guide to quickly integrate memory capabilities. +desc: 欢迎访问 MemOS 云平台，参考本新手指南即可在几分钟内接入记忆能力。 --- -When building applications with large models, a common question is: **How to make AI remember user's long-term preferences?** +在使用大模型构建应用时，一个常见问题是：**如何让 AI 稳定记住用户的长期偏好？** MemOS provides two core interfaces to help you achieve this: - `addMessage` —— Hand over the original conversation to us, and we will automatically process and store memories [(Click for detailed API documentation)](/api_docs/core/add_message) @@ -16,9 +16,11 @@ MemOS provides two core interfaces to help you achieve this: * Register and log in to MemOS Cloud Platform [(Click to Register)](https://memos-dashboard.openmem.net/quickstart); -* Get API Key [(Click to Get)](https://memos-dashboard.openmem.net/apikeys); +* 准备一个可发送 HTTP 请求的环境（Python 或 cURL 均可）； -* Prepare an environment capable of sending HTTP requests, such as Python or cURL. +* 获取 API Key[（点击获取）](https://memos-dashboard.openmem.net/apikeys) 并配置到环境变量； + +* 准备一个可用于测试的 `conversation_id`（建议按日期命名，如 `20260413-demo`）。 ## 2. Code Configuration @@ -44,9 +46,9 @@ You only need to provide the `original conversation records` to MemOS, and MemOS ### 2.3 Call MemOS to Search Relevant Memories in Session (searchMemory) ::note -**Session B: Occurred on 2025-09-28**
+**会话 B：2025-09-28 发生**
-In a new session, the user asks the AI to recommend travel destinations and hotels for the National Day holiday. MemOS automatically recalls [Factual Memory: Where they have been] and [Preference Memory: Hotel booking preferences] for AI reference, thereby recommending a more personalized travel plan. +用户在一个新的会话中提出“推荐国庆旅游地点和酒店”，MemOS 会自动召回【事实记忆：曾去过哪里】和【偏好记忆：订酒店的偏好】供 AI 参考，从而生成更个性化的旅游计划。 :: ::code-snippet{name=search_memory} @@ -63,8 +65,13 @@ In a new session, the user asks the AI to recommend travel destinations and hote { "preference_type": "implicit_preference", # Implicit Preference "preference": "User may prefer hotels with higher cost-performance ratio.", - "reasoning": "7 Days Inn is usually known for being economical. The user's choice of 7 Days Inn may indicate a preference for cost-effective options in accommodation. Although the user did not explicitly mention budget constraints or specific hotel preferences, choosing 7 Days among the provided options may reflect an emphasis on price and practicality.", + "confidence": 0.82, "conversation_id": "0610" + }, + { + "preference_type": "explicit_preference", #显性偏好 + "preference": "用户希望酒店评分不低于4.5分。", + "conversation_id": "0928" } ], @@ -74,6 +81,7 @@ In a new session, the user asks the AI to recommend travel destinations and hote "memory_key": "Summer Guangzhou Travel Plan", "memory_value": "User plans to travel to Guangzhou during the summer vacation and chose 7 Days Inn as accommodation.", "conversation_id": "0610", + "memory_time": "2025-06-10 20:15:00", "tags": [ "Travel", "Guangzhou", @@ -150,15 +158,18 @@ I want to travel during the National Day holiday. Please recommend a city I have ``` + ## 3. Next Steps -Now that you can run MemOS, you can explore more cloud platform features: +现在你已经可以运行 MemOS，建议继续探索更多云平台功能： * [**Core Memory Operations**](/memos_cloud/mem_operations/add_message): Learn fully how to add, retrieve, and delete memories; * [**Feature Introduction**](/memos_cloud/features/basic/filters): Explore more cloud platform features, such as memory filtering, multi-modal messages, knowledge bases, etc.; -* [**API Documentation**](/api_docs/start/overview): View complete API documentation and call examples. +* [**API 接口文档**](/api_docs/start/overview)：查看完整的 API 文档与调用示例； + +* [**SDK 接入说明**](/api_docs/start/quickstart)：按语言查看初始化、鉴权和错误处理方式。 ## 4. More Resources @@ -197,12 +208,11 @@ MemOS provides rich project examples. Depending on your specific project, you ca - Through MemOS, user writing preferences, commonly used information, and context instructions can be remembered. - No need to emphasize repeatedly when writing summaries or emails next time, achieving a coherent and personalized creation experience. -- [MindDock Browser Extension](https://alidocs.dingtalk.com/i/p/e3ZxX84Z5KM6X7dRZxX8v66wA7xaBG7d?dontjump=true) - - MemOS-MindDock creates a unified cross-platform AI memory layer for users. - - It automatically records, organizes, and injects personal information and preferences, allowing all AIs to continuously and stably "know you". - - [Coze × MemOS Plugin Tool](/usecase/frameworks/coze_plugin) - Use the MemOS plugin tool listed on the Coze platform to directly access cloud service interfaces in the workflow, quickly adding long-term memory capabilities to your Agent. - [Claude MCP](/usecase/frameworks/claude_mcp) - MemOS provides a way to interact with the cloud platform through MCP, directly accessing cloud service interfaces in the Claude client. + +- [LangChain × MemOS 集成](/usecase/frameworks/langchain) + - 在 LangChain 工作流中将 `searchMemory` 作为检索工具接入，支持多轮对话上下文增强。