AI入门常见术语：20个高频词，记住秒入"AI世界"
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<div class="ce-paragraph cdx-block ce-paragraph--left"><span md-inline="plain" class="md-plain md-expand" style="box-sizing: border-box;">别人聊AI，你在旁边完全听不懂？记住这20个术语，包懂！</span></div>
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<h2 class="ce-header ce-header--left">高频术语</h2>
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<div class="tc-cell"><span class="td-span" cid="n14" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">常见场景</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n17" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">AI<font style="color: rgb(145, 145, 145);">【必懂】</font></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n18" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">"人工智能"像人类会思考、会学习的</span><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">机器大脑</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">。</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n19" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">各种会说话、画画的机器人/APP</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n22" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">大模型<font color="#919191">【必懂】</font></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n23" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">读过很多书、什么都会一点的</span><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">“超级大脑”</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">。</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n24" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">ChatGPT、Claude、豆包、Kimi 等能聊天的软件</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n27" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">LLM<font style="color: rgb(148, 148, 148);">【必懂】</font></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n28" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">语文成绩特别好</span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">的<b><font style="color: rgb(237, 7, 7);"><font style="color: rgb(235, 5, 5);"><font style="color: rgb(239, 1, 1);"><font style="color: rgb(240, 0, 0);"><font style="color: rgb(245, 0, 0);"><font style="color: rgb(250, 0, 0);"><font style="color: rgb(255, 0, 0);">文字型 AI</font></font></font></font></font></font></font></b>。</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n29" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">聊天问答、写作、翻译、总结文档</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n32" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">多模态<font color="#8f8a8a">【必懂】</font></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n33" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;"><b><font style="color: rgb(255, 5, 5);"><font style="color: rgb(255, 0, 0);">全能型AI</font></font></b>，不仅能读文字，还</span><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">长了眼睛和耳朵</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">。</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n34" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">给 AI 发一只狗的照片，让它认品种</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n37" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">Prompt<font style="color: rgb(150, 150, 150);">【必懂】</font></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n38" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">对 AI 的</span><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">“<b>口令</b>”</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">（问题或要求）</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n39" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">对话框里写给 AI 的要求</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n47" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">Token <span style="color: rgb(143, 138, 138);">【</span><span style="color: rgb(143, 138, 138);">必懂】</span></span></span> </div>
<div class="tc-cell"><span class="td-span" cid="n48" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">模型处理文字时，切出来的最小单位</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n49" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">算账计费、一次最多能读多少字</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n52" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">上下文窗口<span style="color: rgb(143, 138, 138);">【</span><span style="color: rgb(143, 138, 138);">必懂】</span></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n53" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">AI 的</span><span md-inline="strong" class="md-pair-s " style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">“<b>临时记忆力</b>”</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">（一次记住多少页的书）</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n54" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">读很长的故事、多聊几句 AI 会不会忘事</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n58" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;"><b>一本正经的胡说八道</b></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n59" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">让AI写文章（AI不懂装懂，这个<b><font style="color: rgb(246, 4, 4);"><font style="color: rgb(255, 0, 0);">非常常见</font></font></b>）</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n67" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">RAG<span style="color: rgb(143, 138, 138);">【</span><span style="color: rgb(143, 138, 138);">必懂】</span></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n68" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">让 AI “<b><font style="color: rgb(247, 2, 2);"><font style="color: rgb(255, 0, 0);">开卷考试</font></font></b>”，先在图书馆<b>找资料</b>，<b>再回答</b></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n69" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">知识库机器人、文档问答</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n73" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">词语变</span><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">“数字坐标”</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">，让 AI 知道<b>哪些词意思更近</b></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n74" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">语义搜索、RAG、相似内容查找</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n77" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">向量数据库</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n78" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">专门存</span><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">“词语数字坐标”</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">的<b><font style="color: rgb(247, 2, 2);"><font style="color: rgb(255, 0, 0);">大仓库</font></font></b></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n79" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">开卷考试（RAG）时，快速查书的工具</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n82" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">Agent<span style="color: rgb(143, 138, 138);">【</span><span style="color: rgb(143, 138, 138);">必懂】</span></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n83" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">会自己想办法、找工具</span><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">干完<b>整件事</b></span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">的“机器人”。</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n84" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">自动化助手、复杂工作流</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n87" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">工具调用<span style="color: rgb(143, 138, 138);">【</span><span style="color: rgb(143, 138, 138);">必懂】</span></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n88" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">AI </span><span md-inline="strong" class="md-pair-s " style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">主动伸手去拿计算器</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">或查天气预报等工具</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n89" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">查天气、发邮件、查库存、读文件</span></span></div>
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<div class="tc-cell"><span class="td-span" cid="n92" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">微调</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n93" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">给<b>全科</b>优秀的 AI 报</span><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">“<b>特长班</b>”</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">，变成行业专家</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n94" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">行业模型、企业专用模型</span></span></div>
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<div class="tc-row">
<div class="tc-cell"><span class="td-span" cid="n97" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">LoRA</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n98" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">上特长班</span><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">不买整套书，只在<b>错题集</b>做标记</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">(省钱)</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n99" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">给 AI 定制一种特别的画画风格</span></span></div>
</div>
<div class="tc-row">
<div class="tc-cell"><span class="td-span" cid="n102" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">API</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n103" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">“万能充电器”</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">谁都能连 AI，变成有AI能力的软件</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n104" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">做产品、搭应用、自动化流程</span></span></div>
</div>
<div class="tc-row">
<div class="tc-cell"><span class="td-span" cid="n107" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">Prompt Caching</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n108" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">把常用长问题</span><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">背下来</span></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">，下次直接用，省时又省钱。</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n109" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">长提示词应用、企业 AI 系统</span></span></div>
</div>
<div class="tc-row">
<div class="tc-cell"><span class="td-span" cid="n112" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 109.672px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">MCP</span></span></div>
<div class="tc-cell"><span class="td-span" cid="n113" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 611.359px; min-height: 10px;"><span md-inline="strong" class="md-pair-s" style="box-sizing: border-box;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">AI 界“Type-C万能接头”</span></span></span></div>
<div class="tc-cell"><span class="td-span" cid="n114" mdtype="table_cell" style="box-sizing: border-box; display: inline-block; min-width: 1ch; width: 270.922px; min-height: 10px;"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">Agent、工具系统、AI 工作台</span></span></div>
</div>
<div class="tc-row">
<div class="tc-cell">SKILL<span style="color: rgb(143, 138, 138);">【</span><span style="color: rgb(143, 138, 138);">必懂】</span></div>
<div class="tc-cell"><span _ngcontent-ng-c3469197603="" class="ng-star-inserted" style="box-sizing: border-box; animation: auto ease 0s 1 normal none running none !important; transition: none !important;">给AI的"专业技能" AI<span _ngcontent-ng-c3469197603="" class="ng-star-inserted" style="box-sizing: border-box; color: rgb(43, 45, 49); font-family: Inter, sans-serif; animation: auto ease 0s 1 normal none running none !important; transition: none !important;">读完里面的规则和示例，</span><span _ngcontent-ng-c3469197603="" class="ng-star-inserted" style="box-sizing: border-box; animation: auto ease 0s 1 normal none running none !important; transition: none !important;">解锁一项专业技能。<font style="color: rgb(254, 1, 1);"><font style="color: rgb(255, 0, 0);"><b>就像是游戏里的"技能点"</b></font></font></span></span></div>
<div class="tc-cell"><span _ngcontent-ng-c3469197603="" class="ng-star-inserted" style="box-sizing: border-box; animation: auto ease 0s 1 normal none running none !important; transition: none !important;">让AI 帮你做一连串复杂/专业的活时</span></div>
</div>
</div>
</div>
</div>
</div>
</div><div class="ce-block" data-id="oE_ETba__w" >
<div class="ce-block__content" style="">
<h2 class="ce-header ce-header--left">
当你给 AI 发消息时，到底发生了什么？ </h2>
</div>
</div><div class="ce-block ce-block--focused" data-id="jdgl59MMjA" >
<div class="ce-block__content">
<div class="ce-paragraph cdx-block ce-paragraph--left"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">先写个 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><code class="inline-code"><b>Prompt</b></code></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;"> 给 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code>大模型</code></span></div>
</div>
</div><div class="ce-block ce-block--focused" data-id="UEK5VpoQHs" >
<div class="ce-block__content">
<div class="ce-paragraph cdx-block ce-paragraph--left"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">模型把你打的字，拆成 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><code class="inline-code"><b>Token</b></code></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;"> 来理解。</span></div>
</div>
</div><div class="ce-block ce-block--focused" data-id="HyYE9laEBw" >
<div class="ce-block__content">
<div class="ce-paragraph cdx-block ce-paragraph--left"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">它一次能看到多少内容，取决于 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><code class="inline-code"><b>上下文窗口</b></code></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;"> 大小。</span></div>
</div>
</div><div class="ce-block ce-block--focused" data-id="4mGAs4KSYW" >
<div class="ce-block__content">
<div class="ce-paragraph cdx-block ce-paragraph--left"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">只干聊（没给他资料），有时候会有 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><code class="inline-code"><b>幻觉</b></code></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">。</span><span md-inline="softbreak" class="md-softbreak" style="box-sizing: border-box;">
</span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">先去查 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><code class="inline-code"><b>知识库</b></code></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">，看完再结合资料回答，就是 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><b><code class="inline-code"><b>RAG</b></code></b></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">。</span></div>
</div>
</div><div class="ce-block ce-block--focused" data-id="Pa_rLu5o-U" >
<div class="ce-block__content">
<div class="ce-paragraph cdx-block ce-paragraph--left"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">要让AI不只“会说”，还会“做”，就要加 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><code class="inline-code"><b>工具调用</b></code></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">。</span></div>
</div>
</div><div class="ce-block ce-block--focused" data-id="4viW2Qlndz" >
<div class="ce-block__content">
<div class="ce-paragraph cdx-block ce-paragraph--left"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">能自己"规划"：拆解任务、安排步骤、连续调用工具，就是 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><b><code class="inline-code"><b>Agent</b></code></b></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">。</span></div>
</div>
</div><div class="ce-block ce-block--focused" data-id="NxreFO-BtK" >
<div class="ce-block__content">
<div class="ce-paragraph cdx-block ce-paragraph--left"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">把它接进软件/工具给别人用，就会用到 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><code class="inline-code"><b>API</b></code></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">。</span></div>
</div>
</div><div class="ce-block ce-block--focused" data-id="EohIzrfO-K" >
<div class="ce-block__content">
<div class="ce-paragraph cdx-block ce-paragraph--left"><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">想让它"变成"某个行业的专家，就会碰到 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><b><code class="inline-code"><b>微调</b></code></b></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;"> 或 </span><span md-inline="code" spellcheck="false" class="md-pair-s" style="box-sizing: border-box;"><code><code class="inline-code"><b>LoRA</b></code></code></span><span md-inline="plain" class="md-plain" style="box-sizing: border-box;">。</span></div>
</div>
</div><style type="text/css">
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70% {
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}
to {
transform:translateY(0)
}
}
.tc-table {
max-width: 100%;
}
.tc-row {
grid-template-columns: repeat(auto-fit, minmax(0, 1fr));
}
.tc-cell {
min-width: 0;
overflow: visible;
white-space: pre-line;
word-break: break-word;
overflow-wrap: anywhere;
line-break: auto;
}
.tc-cell span,
.tc-cell .td-span {
display: inline !important;
width: auto !important;
max-width: 100% !important;
min-width: 0 !important;
white-space: normal !important;
word-break: break-word;
overflow-wrap: anywhere;
}
</style><style type="text/css">
.inline-code {
background: rgba(250, 239, 240, 0.78);
color: #b44437;
padding: 3px 4px;
border-radius: 5px;
margin: 0 1px;
font-family: inherit;
font-size: 0.86em;
font-weight: 500;
letter-spacing: 0.3px;
}
</style>
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