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**《Continue是什么？开源VSCode/JetBrains AI编程插件》**
**概述**
Continue 是一款完全开源的 AI 编程助手，以插件形式嵌入主流 IDE，帮助开发者在编码过程中直接获得模型生成的代码补全、代码解释、对话式 Bug 修复等能力。它兼容 VSCode、JetBrains 全家桶，支持 Claude、GPT‑4、Gemini 等多款大模型，让 AI 与本地工作流无缝结合。
—
## 1️⃣ Continue 是什么？
Continue（项目地址：GitHub 仓库）是 **“IDE + 大模型”** 的桥梁。它通过插件提供 **统一的 AI 接口**，开发者无需离开编辑器，即可：
– 实时获取代码补全建议
– 对选中代码块进行自然语言解释
– 与模型对话定位并修复 Bug
– 切换不同模型以适配项目需求
作为开源项目，Continue 的代码完全透明，支持自定义 Prompt、插件扩展和私有模型部署。
—
## 2️⃣ 支持哪些 IDE？
| IDE | 支持的插件 | 安装方式 |
|—–|———–|———-|
| **VSCode** | Continue – VSCode Marketplace | 搜索 “Continue” 直接安装 |
| **JetBrains**（IntelliJ IDEA、PyCharm、WebStorm、GoLand 等） | Continue – JetBrains Marketplace | 在插件市场搜索 “Continue” 并安装 |
> **提示**：如果你使用的是企业版 IDE，请确保已开启插件市场访问权限，或手动下载插件 zip 包进行本地安装。
—
## 3️⃣ 支持哪些大模型？
Continue 默认集成了以下主流模型，并提供统一调用接口：
| 模型 | 提供方 | 典型场景 |
|——|——–|———-|
| **Claude**（如 Claude‑3‑Opus、Claude‑3‑Sonnet） | Anthropic | 解释复杂代码、长上下文分析 |
| **GPT‑4**（以及 GPT‑3.5‑Turbo） | OpenAI | 代码补全、对话式调试 |
| **Gemini**（Pro/Ultra） | Google AI | 多语言代码生成、跨模态任务 |
| **自托管模型**（如 Llama、Mistral） | 自定义/本地 | 隐私敏感项目、内部部署 |
> 详细模型列表请参考官方文档：Continue Models。
—
## 4️⃣ 核心功能一览
| 功能 | 说明 | 使用场景 |
|——|——|———-|
| **代码补全** | 实时 Inline 建议，自动生成函数、类、循环等 | 快速实现业务逻辑 |
| **代码解释** | 选中代码后，模型用自然语言解释实现原理 | 代码审查、学习新技术 |
| **对话修 Bug** | 在终端窗口与模型交互，定位并给出修复建议 | 调试生产环境异常 |
| **多模型切换** | 一键切换后端模型，适配不同任务 | 项目需要不同模型时 |
| **自定义 Prompt** | 通过配置文件自定义系统指令，提升回答质量 | 团队内部代码规范统一 |
—
## 5️⃣ 如何安装与配置
下面以 **VSCode** 为例，演示完整安装与基础配置过程（JetBrains 操作类似）。
### 步骤 1：安装插件
打开 VSCode，按 `Ctrl+Shift+X` 打开扩展面板，搜索 **Continue** 并点击 **安装**。也可以直接在命令行执行：
code --install-extension continue.continue### 步骤 2：获取 API Key
– **Claude**：前往 Anthropic 官网 申请密钥。
– **GPT‑4**：在 OpenAI 平台 创建 API Key。
– **Gemini**：访问 Google AI Gemini 获取凭证。
> **安全建议**：请勿将密钥明文写入代码，推荐使用环境变量或 VSCode 的 `settings.json` 中的 `continue.apiKeys` 项。
### 步骤 3：编辑配置文件
在项目根目录新建或编辑 `continue.json`（也可在 VSCode 设置中直接编辑），示例如下：
{
"models": [
{
"title": "Claude",
"provider": "anthropic",
"model": "claude-3-opus",
"apiKey": "${ANTHROPIC_API_KEY}"
},
{
"title": "GPT-4",
"provider": "openai",
"model": "gpt-4",
"apiKey": "${OPENAI_API_KEY}"
},
{
"title": "Gemini",
"provider": "google",
"model": "gemini-pro",
"apiKey": "${GOOGLE_API_KEY}"
}
],
"context": {
"maxTokens": 2048,
"temperature": 0.7
},
"completion": {
"inlineSuggest": {
"enable": true,
"shortcut": "Alt+/"
}
}
}
### 步骤 4：启动并使用
– **代码补全**：在编辑器中键入代码，模型会在光标下方显示灰色建议，按 `Tab` 接受。
– **代码解释**：选中代码块，使用快捷键 `Ctrl+Shift+E`（可在设置中自定义）打开解释面板。
– **对话修 Bug**：打开 VSCode 的 **Continue Chat** 侧边栏，输入错误信息或粘贴异常堆栈，模型会返回定位与修复方案。
> **常见配置项**：如需在 JetBrains 中使用，请同样创建 `continue.json`，并确保在 IDE 设置中指向该文件路径。
—
## 6️⃣ 常见问答（FAQ）
| # | 问题 | 回答 |
|—|——|——|
| 1 | **Continue 是否免费？** | 插件本身免费，但调用大模型会产生对应的 API 费用。不同模型提供方计费方式不同（按 token 计费或月度订阅）。 |
| 2 | **支持哪些编程语言？** | 主流语言（Python、JavaScript/TypeScript、Java、Kotlin、C++、Go、Rust 等）均可使用；模型能力取决于对应的训练数据。 |
| 3 | **如何在不同模型之间快速切换？** | 在 VSCode/JetBrains 的 Continue 侧边栏，点击当前模型名称，会弹出下拉列表直接切换；亦可在 `continue.json` 中预设快捷键。 |
| 4 | **是否可以在离线环境使用？** | 支持自托管模型（如 Llama、Mistral），只需在 `provider` 中填写本地模型地址并提供相应的推理服务（如 Ollama）即可实现离线使用。 |
| 5 | **Continue 与 GitHub Copilot 有何区别？** | – **开源**：Continue 代码完全开源，透明度高。
– **多模型**：默认支持多款模型，用户可自由组合。
– **自定义 Prompt**：可根据项目需求自行编写系统指令。
– **跨平台**：同时支持 VSCode 与 JetBrains。 |
—
## 7️⃣ 小结
Continue 是一款将 **大模型能力深度集成到 IDE** 的开源插件，凭借多模型支持、代码补全、解释、对话修 Bug 等核心功能，可显著提升开发效率并降低调试成本。无论你是 VSCode 忠实用户还是 JetBrains 粉丝，都可以快速部署并开始使用。
> **立即体验**：在 VSCode 中搜索 “Continue”，或前往 JetBrains 插件市场安装，开启 AI 辅助编程新时代。
—
### 8️⃣ 相关链接（AI 领域）
1. Continue 官方 GitHub 仓库
2. Anthropic Claude 产品页面
3. OpenAI GPT 官方介绍
4. Google AI Gemini 开发文档
5. VSCode Marketplace – Continue 插件 The user wants a Chinese SEO article of 2000 Chinese characters (roughly 2000 Chinese characters). It should include the title: “Continue是什么？开源VSCode/JetBrains AI编程插件”. The article must contain:
– 介绍是什么
– 支持哪些IDE (VSCode, JetBrains)
– 支持哪些模型 (Claude, GPT, Gemini等)
– 核心功能 (代码补全、代码解释、对话修bug)
– 怎么安装配置
– FAQ 5条
Additionally, code blocks need to be wrapped in `
` tags, links using `` tags.
At the end, provide 5 real AI related links (presumably external). The content must be SEO-friendly, so include keywords, headings, meta description perhaps (though not needed?), but the user just wants the article.
We need to produce roughly 2000 Chinese characters. The count includes Chinese characters, punctuation, spaces. So we need to write a fairly long article, perhaps about 1500-1800 Chinese characters? Actually 2000 Chinese characters approximate. So we need to produce maybe ~2000 characters.
We need to ensure it's in Chinese. Must embed code blocks with tags. And links using . The final part: 5 AI-related links.
We should be mindful to include "Continue" in multiple places. Use SEO-friendly phrases: "Continue AI编程插件", "VSCode插件", "JetBrains插件", etc.
We need to keep the article structured: Title, introduction, "Continue是什么", "支持的IDE", "支持的模型", "核心功能", "安装与配置步骤", "FAQ", "结语", and then "相关链接" with five links.
Make sure to embed code blocks: for installation steps perhaps show configuration file or commands in .
Need to keep the article around 2000 characters. Let's aim for about 1900-2100 characters to be safe.
We must check the approximate length. Chinese characters count: each Chinese character counts as one. Including punctuation, English words count as characters too. So we need to approximate.
Let's estimate roughly: Title (maybe ~20 characters). Introduction ~200. "Continue是什么" ~300. "支持的IDE" ~200. "支持的模型" ~200. "核心功能" ~300. "安装与配置" ~400. "FAQ" ~300. "结语" ~100. "相关链接" ~50. Total ~2070 characters. Good.
We should embed some bullet points or subheadings. Use H2 tags? The user didn't mention any HTML markup aside from code and link tags. But we can embed headings using plain text with Chinese punctuation, or use tags? The user didn't ask for HTML headings. It may be okay to use simple headings as plain text with "##".
But we need to maintain readability and SEO. Could use "## Continue是什么？" as headings but that's markdown style. Not required.
Given the user wants code using tags and links using . So we can produce plain text with those tags. Possibly we can also use for headings, but not required. Use simple bold maybe. But I think we can use simple line breaks.
Ok let's write.
Plan:
Title: 《Continue是什么？开源VSCode/JetBrains AI编程插件》
Then a short meta description (maybe we can include "meta description" but not needed.
Intro: talk about AI coding assistance, mention Continue's open source nature.
1. Continue是什么？
- Explanation.
- Open source plugin.
- Integration.
2. 支持的IDE
- VSCode
- JetBrains全家桶 (IntelliJ IDEA, PyCharm, WebStorm, etc.)
- Installation links.
3. 支持的模型
- Claude (Anthropic)
- GPT (OpenAI)
- Gemini (Google)
- Others maybe.
4. 核心功能
- 代码补全 (inline suggestions)
- 代码解释 (explain code)
- 对话修bug (interactive debugging)
- 多模型切换
- 代码搜索.
5. 安装与配置步骤
- Step 1: Install via marketplace or build from source.
- Step 2: Configure API keys.
- Provide config file example (json) in .
6. FAQ 5条
- Q1: Continue是否免费？
- Q2: 支持哪些语言？
- Q3: 如何切换模型？
- Q4: 是否可以在离线环境使用？
- Q5: 与GitHub Copilot有何区别？
7. 结语
- Summarize.
8. 相关链接
- Provide 5 real AI related links.
Make sure to embed code blocks with tags for configuration example and commands.
Now produce the article. Need to ensure the Chinese characters count near 2000. Let's try to produce a comprehensive article. Also we need to embed links. The user wants "链接用标签". So we need to embed links like some text.
We need to make sure they are "真实AI相关链接". Must be real URLs that exist, ideally linking to the models or related websites.
Examples:
- Anthropic Claude: https://www.anthropic.com/product/claude
- OpenAI GPT: https://openai.com/index/gpt
- Google Gemini: https://ai.google.dev/models/gemini
- Continue GitHub: https://github.com/continuedev/continue
- VS Code Marketplace: https://marketplace.visualstudio.com/items?itemName=continue.continue
We need five real AI-related links. So we can include these. Might add JetBrains plugin page: https://plugins.jetbrains.com/plugin/xxxxx maybe, but we can use Continue JetBrains plugin: https://plugins.jetbrains.com/plugin/xxxxx? but maybe we can use "Continue - JetBrains Marketplace". Actually there is a plugin called "Continue" in JetBrains marketplace: https://plugins.jetbrains.com/plugin/21558-continue.
But we need five links. Let's pick:
1. Continue GitHub repo: https://github.com/continuedev/continue
2. Anthropic Claude product page: https://www.anthropic.com/product/claude
3. OpenAI GPT page: https://openai.com/index/gpt
4. Google AI Gemini: https://ai.google.dev/models/gemini
5. VS Code Marketplace: https://marketplace.visualstudio.com/items?itemName=continue.continue
Alternatively JetBrains plugin link could be extra, but we need exactly five.
Now the article should have code block like:
{
"models": [
{
"title": "Claude",
"provider": "anthropic",
"model": "claude-3-opus"
},
{
"title": "GPT-4",
"provider": "openai",
"model": "gpt-4"
}
],
"context": {
"maxTokens": 2048
}
}
Also installation command:
code --install-extension continue.continue
Make sure to escape any special characters inside
.
Now produce article.
Now we need to check Chinese character count. Let's write a fairly long article. I'll try to generate around 1900-2000 characters.
Given the structure, we need to count roughly. Let's start writing.
Title: 《Continue是什么？开源VSCode/JetBrains AI编程插件》
Then maybe we include a short description: "本文详细说明Continue插件的功能、支持的IDE与模型、安装配置步骤以及常见问答，帮助开发者快速上手AI编程。" (about 30-40 characters).
Now start sections.
Will write in Chinese.
Let's begin.
We need to ensure we embed code block and link tags.
Proceed.
We'll write in a fairly formal tone with SEO-friendly language, include keywords: "Continue AI编程插件", "VSCode AI插件", "JetBrains AI插件", "Claude", "GPT", "Gemini".
We need to avoid English words for readability. But code block may contain English.
Now start writing. We'll produce final answer accordingly.
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