Development on 中文AI术语词典https://terms-en.ai-term-hub.com/zh/tags/development/Recent content in Development on 中文AI术语词典Hugozh-cnSat, 18 Jul 2026 11:44:45 +0000通义千问代码版https://terms-en.ai-term-hub.com/zh/terms/qwen_coder/Sat, 18 Jul 2026 11:31:25 +0000https://terms-en.ai-term-hub.com/zh/terms/qwen_coder/<h2 id="definition">Definition</h2> <p>通义千问代码版是通义千问大语言模型的专用版本，经过专门微调以处理编程相关活动。它在代码生成、调试、理解复杂代码库以及将自然语言转换为可执行代码方面表现出色。</p> <h3 id="summary">Summary</h3> <p>通义千问代码版（Qwen Coder）是专为软件开发和编码任务优化的通义千问模型变体。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>代码生成</li> <li>软件开发</li> <li>微调</li> <li>编程语言</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>自动化代码补全</li> <li>错误检测与修复</li> <li>将伪代码转换为可执行脚本</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/qwen-%E9%80%9A%E4%B9%89%E5%8D%83%E9%97%AE/">Qwen (通义千问)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/github-copilot-github%E6%99%BA%E8%83%BD%E7%BC%96%E7%A0%81%E5%8A%A9%E6%89%8B/">GitHub Copilot (GitHub智能编码助手)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/code-llama-%E4%BB%A3%E7%A0%81%E4%B8%93%E7%94%A8llama%E6%A8%A1%E5%9E%8B/">Code Llama (代码专用Llama模型)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/ide-integration-%E9%9B%86%E6%88%90%E5%BC%80%E5%8F%91%E7%8E%AF%E5%A2%83%E9%9B%86%E6%88%90/">IDE Integration (集成开发环境集成)</a></li> </ul>游戏开发中的机器学习https://terms-en.ai-term-hub.com/zh/terms/machine_learning_in_video_games/Sat, 18 Jul 2026 11:25:23 +0000https://terms-en.ai-term-hub.com/zh/terms/machine_learning_in_video_games/<h2 id="definition">Definition</h2> <p>该领域涉及将机器学习技术整合到视频游戏制作流程中，以实现资产创建的自动化、平衡游戏机制以及生成动态内容。其应用范围包括使用强化学习来&hellip;</p> <h3 id="summary">Summary</h3> <p>将机器学习算法应用于增强游戏开发、创建自适应非玩家角色（NPC）以及优化游戏体验。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>程序化内容生成</li> <li>自适应难度</li> <li>NPC行为建模</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>创建智能的非玩家角色行为</li> <li>自动化纹理和关卡生成</li> <li>基于玩家风格个性化游戏体验</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/reinforcement-learning-%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0/">Reinforcement Learning (强化学习)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/procedural-generation-%E7%A8%8B%E5%BA%8F%E5%8C%96%E7%94%9F%E6%88%90/">Procedural Generation (程序化生成)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/game-ai-%E6%B8%B8%E6%88%8F%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/">Game AI (游戏人工智能)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/player-analytics-%E7%8E%A9%E5%AE%B6%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90/">Player Analytics (玩家数据分析)</a></li> </ul>AI辅助软件开发https://terms-en.ai-term-hub.com/zh/terms/ai_assisted_software_development/Sat, 18 Jul 2026 11:03:30 +0000https://terms-en.ai-term-hub.com/zh/terms/ai_assisted_software_development/<h2 id="definition">Definition</h2> <p>AI辅助软件开发涉及利用机器学习模型来支持开发人员编写代码、识别错误、生成测试用例并优化性能。诸如GitHub Copilot之类的工具便是典型代表。</p> <h3 id="summary">Summary</h3> <p>利用AI工具提高编码、调试、测试和设计过程中的生产力。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>代码补全</li> <li>错误检测</li> <li>开发者生产力</li> <li>增强智能</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>实时代码建议</li> <li>自动化单元测试生成</li> <li>遗留代码重构</li> </ul> <h2 id="code-example">Code Example</h2> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-python" data-lang="python"><span style="display:flex;"><span><span style="color:#f92672">import</span> openai </span></span><span style="display:flex;"><span><span style="color:#75715e"># Example of AI-assisted code generation</span> </span></span><span style="display:flex;"><span><span style="color:#66d9ef">def</span> <span style="color:#a6e22e">generate_code</span>(prompt): </span></span><span style="display:flex;"><span> response <span style="color:#f92672">=</span> openai<span style="color:#f92672">.</span>ChatCompletion<span style="color:#f92672">.</span>create( </span></span><span style="display:flex;"><span> model<span style="color:#f92672">=</span><span style="color:#e6db74">&#34;gpt-3.5-turbo&#34;</span>, </span></span><span style="display:flex;"><span> messages<span style="color:#f92672">=</span>[{<span style="color:#e6db74">&#34;role&#34;</span>: <span style="color:#e6db74">&#34;user&#34;</span>, <span style="color:#e6db74">&#34;content&#34;</span>: prompt}] </span></span><span style="display:flex;"><span> ) </span></span><span style="display:flex;"><span> <span style="color:#66d9ef">return</span> response<span style="color:#f92672">.</span>choices[<span style="color:#ae81ff">0</span>]<span style="color:#f92672">.</span>message<span style="color:#f92672">.</span>content </span></span></code></pre></div><h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/copilot-%E4%BB%A3%E7%A0%81%E5%8A%A9%E6%89%8B/">copilot (代码助手)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/devops-%E5%BC%80%E5%8F%91%E8%BF%90%E7%BB%B4/">devops (开发运维)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/code_generation-%E4%BB%A3%E7%A0%81%E7%94%9F%E6%88%90/">code_generation (代码生成)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/productivity_tools-%E7%94%9F%E4%BA%A7%E5%8A%9B%E5%B7%A5%E5%85%B7/">productivity_tools (生产力工具)</a></li> </ul>软件开发工具包https://terms-en.ai-term-hub.com/zh/terms/sdk/Sat, 18 Jul 2026 11:01:52 +0000https://terms-en.ai-term-hub.com/zh/terms/sdk/<h2 id="definition">Definition</h2> <p>SDK 是一组软件开发工具，允许开发人员为特定平台或服务创建应用程序。对于 AI 而言，SDK 提供预建的库、API 和实用程序来&hellip;</p> <h3 id="summary">Summary</h3> <p>提供用于构建应用程序的工具、库和文档的软件套件。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>API 集成</li> <li>库</li> <li>开发工具</li> <li>抽象</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>将大语言模型集成到应用中</li> <li>构建计算机视觉流水线</li> <li>将机器学习模型部署到生产环境</li> </ul> <h2 id="code-example">Code Example</h2> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-python" data-lang="python"><span style="display:flex;"><span>null </span></span></code></pre></div><h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/api-%E5%BA%94%E7%94%A8%E7%A8%8B%E5%BA%8F%E7%BC%96%E7%A8%8B%E6%8E%A5%E5%8F%A3/">api (应用程序编程接口)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/library-%E5%BA%93/">library (库)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/framework-%E6%A1%86%E6%9E%B6/">framework (框架)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/toolkit-%E5%B7%A5%E5%85%B7%E5%8C%85/">toolkit (工具包)</a></li> </ul>高层的https://terms-en.ai-term-hub.com/zh/terms/high_level/Sat, 18 Jul 2026 10:56:36 +0000https://terms-en.ai-term-hub.com/zh/terms/high_level/<h2 id="definition">Definition</h2> <p>在人工智能中，“高层”指简化复杂过程的抽象层。高级语言（如Python）或API允许开发人员在不管理内存或硬件细节的情况下构建模型。高层抽象提高了开发效率和代码可读性，使研究者能专注于算法逻辑而非底层优化。</p> <h3 id="summary">Summary</h3> <p>指抽象表示或编程接口，对用户隐藏了底层实现细节。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>抽象</li> <li>API</li> <li>复杂性隐藏</li> <li>生产力</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>使用PyTorch/TensorFlow高层API</li> <li>机器学习管道中的特征工程</li> <li>AI专用领域特定语言</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/abstraction-%E6%8A%BD%E8%B1%A1/">abstraction (抽象)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/low_level-%E4%BD%8E%E5%B1%82/">low_level (低层)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/framework-%E6%A1%86%E6%9E%B6/">framework (框架)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/api-%E5%BA%94%E7%94%A8%E7%A8%8B%E5%BA%8F%E6%8E%A5%E5%8F%A3/">API (应用程序接口)</a></li> </ul>实验性的https://terms-en.ai-term-hub.com/zh/terms/experimental/Sat, 18 Jul 2026 10:51:07 +0000https://terms-en.ai-term-hub.com/zh/terms/experimental/<h2 id="definition">Definition</h2> <p>“实验性”指目前正在进行测试、研究或原型设计的人工智能组件，尚未达到稳定性或广泛采用。这些系统通常利用新颖的架构或未经验证的技术。</p> <h3 id="summary">Summary</h3> <p>指处于开发早期阶段且尚未完全验证用于生产环境的人工智能技术、模型或方法。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>原型设计</li> <li>研究阶段</li> <li>未验证</li> <li>新颖性</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>测试新的Transformer架构</li> <li>生成式AI功能的试点项目</li> <li>关于新型优化技术的学术研究</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/prototype-%E5%8E%9F%E5%9E%8B/">Prototype (原型)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/r-d-%E7%A0%94%E5%8F%91/">R&amp;D (研发)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/beta-%E5%85%AC%E6%B5%8B%E7%89%88/">Beta (公测版)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/research-%E7%A0%94%E7%A9%B6/">Research (研究)</a></li> </ul>构建https://terms-en.ai-term-hub.com/zh/terms/building/Sat, 18 Jul 2026 10:49:30 +0000https://terms-en.ai-term-hub.com/zh/terms/building/<h2 id="definition">Definition</h2> <p>构建指的是创建AI解决方案的端到端工程过程，包括数据收集、模型选择、训练、验证和部署。它涵盖了技术支持的基础设施。</p> <h3 id="summary">Summary</h3> <p>从初始设计到生产就绪阶段，开发、训练和部署AI模型及系统的实际阶段。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>开发生命周期</li> <li>基础设施</li> <li>部署</li> <li>工程</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>为电子商务平台构建推荐引擎。</li> <li>设置用于持续集成和交付的MLOps流水线。</li> <li>将计算机视觉模型集成到移动应用程序中。</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/development-%E5%BC%80%E5%8F%91/">development (开发)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/mlops-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E8%BF%90%E7%BB%B4/">MLOps (机器学习运维)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/deployment-%E9%83%A8%E7%BD%B2/">deployment (部署)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/engineering-%E5%B7%A5%E7%A8%8B/">engineering (工程)</a></li> </ul>代码生成https://terms-en.ai-term-hub.com/zh/terms/code_generation/Sat, 18 Jul 2026 07:44:21 +0000https://terms-en.ai-term-hub.com/zh/terms/code_generation/<h2 id="definition">Definition</h2> <p>代码生成利用在海量编程语言存储库上训练的大型语言模型，来生成可运行的软件工件。它解析人类可读的提示（如注释或自然语言指令），从而自动生成相应的功能代码。</p> <h3 id="summary">Summary</h3> <p>利用人工智能根据自然语言描述或现有代码片段自动创建源代码的过程。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>自然语言处理</li> <li>源代码合成</li> <li>大型语言模型</li> <li>自动化重构</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>自动化样板代码的创建</li> <li>将伪代码转换为可执行脚本</li> <li>协助开发者进行调试和优化</li> </ul> <h2 id="code-example">Code Example</h2> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-python" data-lang="python"><span style="display:flex;"><span><span style="color:#f92672">import</span> openai </span></span><span style="display:flex;"><span><span style="color:#75715e"># Example prompt for generating a function</span> </span></span><span style="display:flex;"><span><span style="color:#66d9ef">def</span> <span style="color:#a6e22e">generate_sort_function</span>(): </span></span><span style="display:flex;"><span> response <span style="color:#f92672">=</span> openai<span style="color:#f92672">.</span>ChatCompletion<span style="color:#f92672">.</span>create( </span></span><span style="display:flex;"><span> model<span style="color:#f92672">=</span><span style="color:#e6db74">&#34;gpt-3.5-turbo&#34;</span>, </span></span><span style="display:flex;"><span> messages<span style="color:#f92672">=</span>[{<span style="color:#e6db74">&#34;role&#34;</span>: <span style="color:#e6db74">&#34;user&#34;</span>, <span style="color:#e6db74">&#34;content&#34;</span>: <span style="color:#e6db74">&#34;Write a Python function to sort a list of integers.&#34;</span>}] </span></span><span style="display:flex;"><span> ) </span></span><span style="display:flex;"><span> <span style="color:#66d9ef">return</span> response<span style="color:#f92672">.</span>choices[<span style="color:#ae81ff">0</span>]<span style="color:#f92672">.</span>message<span style="color:#f92672">.</span>content </span></span></code></pre></div><h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/llm-%E5%A4%A7%E5%9E%8B%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B/">LLM (大型语言模型)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/ide-integration-%E9%9B%86%E6%88%90%E5%BC%80%E5%8F%91%E7%8E%AF%E5%A2%83%E9%9B%86%E6%88%90/">IDE Integration (集成开发环境集成)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/program-synthesis-%E7%A8%8B%E5%BA%8F%E7%BB%BC%E5%90%88/">Program Synthesis (程序综合)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/copilot-%E6%99%BA%E8%83%BD%E7%BC%96%E7%A0%81%E5%8A%A9%E6%89%8B/">Copilot (智能编码助手)</a></li> </ul>APIhttps://terms-en.ai-term-hub.com/zh/terms/api/Sat, 18 Jul 2026 07:43:58 +0000https://terms-en.ai-term-hub.com/zh/terms/api/<h2 id="definition">Definition</h2> <p>API 定义了一套用于构建软件和应用程序的协议与工具。在 AI 领域，API 使开发人员能够访问强大的模型（如大语言模型或图像生成器），而无需在本地托管这些模型，从而简化了集成过程并降低了计算成本。</p> <h3 id="summary">Summary</h3> <p>应用程序编程接口，允许不同的软件系统进行通信和数据交换。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>端点</li> <li>REST</li> <li>身份验证</li> <li>负载</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>将聊天机器人集成到网站中</li> <li>访问基于云的机器学习模型</li> <li>从 AI 服务中检索数据</li> </ul> <h2 id="code-example">Code Example</h2> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-python" data-lang="python"><span style="display:flex;"><span><span style="color:#f92672">import</span> requests </span></span><span style="display:flex;"><span>response <span style="color:#f92672">=</span> requests<span style="color:#f92672">.</span>get(<span style="color:#e6db74">&#39;https://api.ai.com/v1/generate&#39;</span>, headers<span style="color:#f92672">=</span>{<span style="color:#e6db74">&#39;Authorization&#39;</span>: <span style="color:#e6db74">&#39;Bearer token&#39;</span>}) </span></span></code></pre></div><h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/rest-%E8%A1%A8%E8%BF%B0%E6%80%A7%E7%8A%B6%E6%80%81%E8%BD%AC%E7%A7%BB/">REST (表述性状态转移)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/sdk-%E8%BD%AF%E4%BB%B6%E5%BC%80%E5%8F%91%E5%B7%A5%E5%85%B7%E5%8C%85/">SDK (软件开发工具包)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/webhook-%E7%BD%91%E7%BB%9C%E9%92%A9%E5%AD%90/">Webhook (网络钩子)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/integration-%E9%9B%86%E6%88%90/">Integration (集成)</a></li> </ul>