{"id":25640,"date":"2025-04-28T10:12:50","date_gmt":"2025-04-28T02:12:50","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=25640"},"modified":"2025-04-28T10:12:50","modified_gmt":"2025-04-28T02:12:50","slug":"%e4%ba%ba%e5%b7%a5%e4%b8%80%e6%96%87%e4%ba%86%e8%a7%a3%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%bb%a3%e7%90%86%e7%9a%84%e5%bc%80%e6%ba%90%e5%a0%86%e6%a0%88%e6%99%ba%e8%83%bd%e4%bb%a3%e7%90%86%e7%9a%84","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/04\/28\/25640\/","title":{"rendered":"\u4eba\u5de5\u4e00\u6587\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u5f00\u6e90\u5806\u6808\u667a\u80fd\u4ee3\u7406\u7684\u5f00\u6e90\u5806\u6808"},"content":{"rendered":"
\u672c\u6307\u5357\u5e76\u975e\u8bd5\u56fe\u6db5\u76d6\u6240\u6709\u5de5\u5177\uff0c\u8fd9\u662f\u6709\u610f\u4e3a\u4e4b\u3002\u5b83\u7cbe\u9009\u4e86\u6211\u5b9e\u9645\u4f7f\u7528\u8fc7\u3001\u4fdd\u5b58\u8fc7\u4ee5\u53ca\u5728\u6784\u5efa\u771f\u5b9e\u4ee3\u7406\u539f\u578b\u65f6\u4f1a\u7528\u5230\u7684\u5de5\u5177\u3002\u8fd9\u4e9b\u5de5\u5177\u5e76\u975e\u90a3\u4e9b\u5728\u6f14\u793a\u4e2d\u770b\u8d77\u6765\u5f88\u9177\u6216\u51fa\u73b0\u5728\u6240\u6709\u5ba3\u4f20\u5e16\u4e2d\u7684\u5de5\u5177\uff0c\u800c\u662f\u90a3\u4e9b\u5e2e\u52a9\u6211\u4ece\u201c\u60f3\u6cd5\u201d\u5230\u201c\u5b9e\u9645\u53ef\u7528\u201d\u4e14\u4e0d\u4f1a\u8ff7\u5931\u65b9\u5411\u7684\u5de5\u5177\u3002<\/div>\n
\n
\n

<\/p>\n

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\u4f46\u652f\u6491\u6211\u7ee7\u7eed\u4e0b\u53bb\u7684\u4e0d\u662f\u632b\u8d25\u611f\uff0c\u800c\u662f\u597d\u5947\u3002\u6211\u60f3\u77e5\u9053\uff1a\u5b9e\u9645\u5efa\u9020\u8005\u4f7f\u7528\u7684\u5de5\u5177\u6709\u54ea\u4e9b\uff1f\u4e0d\u662f\u90a3\u4e9b\u51fa\u73b0\u5728\u5149\u9c9c\u4eae\u4e3d\u7684 VC \u5730\u56fe\u4e0a\u7684\uff0c\u800c\u662f\u90a3\u4e9b\u4f60\u6084\u6084\u5b89\u88c5\u3001\u653e\u5728\u4f60\u7684\u5806\u6808\u91cc\u3001\u5e76\u4e14\u771f\u6b63\u4f7f\u7528\u7684\u4e1c\u897f\u3002\u90a3\u4e9b\u4e0d\u9700\u8981\u7528\u4e09\u9875 Notion \u6765\u89e3\u91ca\u7684\u4e1c\u897f\u3002<\/p>\n

\u8fd9\u6b21\u641c\u7d22\u8ba9\u6211\u627e\u5230\u4e86\u4e00\u5957\u4ee4\u4eba\u60ca\u8bb6\u7684\u5f00\u6e90\u5e93\u2014\u2014\u8fd9\u4e9b\u5de5\u5177\u8f7b\u91cf\u7ea7\u3001\u53ef\u9760\uff0c\u5e76\u4e14\u662f\u4e13\u4e3a\u5f00\u53d1\u4eba\u5458\u8bbe\u8ba1\u7684\u3002<\/p>\n

\u56e0\u6b64\uff0c\u5982\u679c\u60a8\u6b63\u5728\u52aa\u529b\u8ba9\u4ee3\u7406\u771f\u6b63\u53d1\u6325\u4f5c\u7528\uff0c\u90a3\u4e48\u8fd9\u7bc7\u6587\u7ae0\u5c31\u9002\u5408\u60a8\u3002<\/p>\n

\u90a3\u4e48\uff0c\u60a8\u51c6\u5907\u597d\u6784\u5efa AI \u4ee3\u7406\u4e86\u5417\uff1f<\/h4>\n

\u4f60\u53ef\u80fd\u4f1a\u95ee\uff1a<\/p>\n

\u4eba\u4eec\u7528\u4ec0\u4e48\u6765\u6784\u5efa\u8bed\u97f3\u4ee3\u7406\uff1f<\/p>\n

\u6700\u597d\u7684\u5f00\u6e90\u6587\u6863\u89e3\u6790\u5de5\u5177\u662f\u4ec0\u4e48\uff1f<\/p>\n

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\u672c\u6307\u5357\u5e76\u975e\u8bd5\u56fe\u6db5\u76d6\u6240\u6709\u5de5\u5177\uff0c\u8fd9\u662f\u6709\u610f\u4e3a\u4e4b\u3002\u5b83\u7cbe\u9009\u4e86\u6211\u5b9e\u9645\u4f7f\u7528\u8fc7\u3001\u4fdd\u5b58\u8fc7\u4ee5\u53ca\u5728\u6784\u5efa\u771f\u5b9e\u4ee3\u7406\u539f\u578b\u65f6\u4f1a\u7528\u5230\u7684\u5de5\u5177\u3002\u8fd9\u4e9b\u5de5\u5177\u5e76\u975e\u90a3\u4e9b\u5728\u6f14\u793a\u4e2d\u770b\u8d77\u6765\u5f88\u9177\u6216\u51fa\u73b0\u5728\u6240\u6709\u5ba3\u4f20\u5e16\u4e2d\u7684\u5de5\u5177\uff0c\u800c\u662f\u90a3\u4e9b\u5e2e\u52a9\u6211\u4ece\u201c\u60f3\u6cd5\u201d\u5230\u201c\u5b9e\u9645\u53ef\u7528\u201d\u4e14\u4e0d\u4f1a\u8ff7\u5931\u65b9\u5411\u7684\u5de5\u5177\u3002<\/p>\n

\u4ee5\u4e0b\u662f\u5806\u6808\uff0c\u5206\u4e3a\u4ee5\u4e0b\u7c7b\u522b\uff1a<\/p>\n

1.\u00a0\u6784\u5efa\u548c\u7f16\u6392\u4ee3\u7406\u7684\u6846\u67b6<\/h4>\n

\u5982\u679c\u60a8\u662f\u4ece\u5934\u5f00\u59cb\u6784\u5efa\uff0c\u8bf7\u4ece\u8fd9\u91cc\u5f00\u59cb\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u60a8\u6784\u5efa\u4ee3\u7406\u7684\u903b\u8f91\u2014\u2014\u505a\u4ec0\u4e48\u3001\u4f55\u65f6\u505a\u4ee5\u53ca\u5982\u4f55\u5904\u7406\u5de5\u5177\u3002\u60a8\u53ef\u4ee5\u5c06\u5176\u89c6\u4e3a\u5c06\u539f\u59cb\u8bed\u8a00\u6a21\u578b\u8f6c\u5316\u4e3a\u66f4\u81ea\u4e3b\u7684\u6a21\u578b\u7684\u6838\u5fc3\u5927\u8111\u3002<\/p>\n

2. \u8ba1\u7b97\u673a\u548c\u6d4f\u89c8\u5668\u7684\u4f7f\u7528<\/h4>\n

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3. \u58f0\u97f3<\/h4>\n

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4. \u6587\u6863\u7406\u89e3<\/h4>\n

\u73b0\u5b9e\u4e16\u754c\u4e2d\uff0c\u5927\u91cf\u6570\u636e\u4ee5 PDF\u3001\u626b\u63cf\u4ef6\u6216\u5176\u4ed6\u6742\u4e71\u7684\u683c\u5f0f\u5b58\u5728\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u60a8\u7684\u5ba2\u670d\u4eba\u5458\u771f\u6b63\u9605\u8bfb\u5e76\u7406\u89e3\u8fd9\u4e9b\u6570\u636e\u5185\u5bb9\u2014\u2014\u65e0\u8bba\u662f\u53d1\u7968\u3001\u5408\u540c\u8fd8\u662f\u57fa\u4e8e\u56fe\u50cf\u7684\u6587\u4ef6\u3002<\/p>\n

5.\u8bb0\u5fc6<\/h4>\n

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6.\u6d4b\u8bd5\u4e0e\u8bc4\u4f30<\/h4>\n

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7. \u76d1\u63a7\u548c\u53ef\u89c2\u5bdf\u6027<\/h4>\n

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8.\u6a21\u62df<\/h4>\n

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9.\u5782\u76f4\u4ee3\u7406<\/h4>\n

\u5e76\u975e\u6240\u6709\u4e1c\u897f\u90fd\u9700\u8981\u4ece\u96f6\u5f00\u59cb\u6784\u5efa\u3002\u8fd9\u4e9b\u662f\u4e13\u4e3a\u7279\u5b9a\u4efb\u52a1\uff08\u4f8b\u5982\u7f16\u7801\u3001\u7814\u7a76\u6216\u5ba2\u6237\u652f\u6301\uff09\u6784\u5efa\u7684\u73b0\u6210\u4ee3\u7406\u3002\u60a8\u53ef\u4ee5\u6309\u539f\u6837\u8fd0\u884c\u5b83\u4eec\uff0c\u4e5f\u53ef\u4ee5\u6839\u636e\u60a8\u7684\u5de5\u4f5c\u6d41\u7a0b\u8fdb\u884c\u81ea\u5b9a\u4e49\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

1. \u6784\u5efa\u548c\u7f16\u6392\u4ee3\u7406\u7684\u6846\u67b6<\/h4>\n

\u8981\u6784\u5efa\u771f\u6b63\u80fd\u5b8c\u6210\u4efb\u52a1\u7684\u4ee3\u7406\uff0c\u60a8\u9700\u8981\u4e00\u4e2a\u575a\u5b9e\u7684\u57fa\u7840\u2014\u2014\u80fd\u591f\u5904\u7406\u5de5\u4f5c\u6d41\u3001\u5185\u5b58\u548c\u5de5\u5177\u96c6\u6210\uff0c\u800c\u4e0d\u4f1a\u53d8\u6210\u4e00\u5806\u4e71\u4e03\u516b\u7cdf\u7684\u811a\u672c\u3002\u8fd9\u4e9b\u6846\u67b6\u4e3a\u60a8\u7684\u4ee3\u7406\u63d0\u4f9b\u4e86\u7406\u89e3\u76ee\u6807\u3001\u5236\u5b9a\u8ba1\u5212\u5e76\u6267\u884c\u6240\u9700\u7684\u7ed3\u6784\u3002<\/p>\n

CrewAI\u2014\u2014\u534f\u8c03\u591a\u4e2a\u4ee3\u7406\u534f\u540c\u5de5\u4f5c\u3002\u975e\u5e38\u9002\u5408\u9700\u8981\u534f\u8c03\u548c\u57fa\u4e8e\u89d2\u8272\u7684\u884c\u4e3a\u7684\u4efb\u52a1\u3002<\/p>\n

Agno\u2014\u2014\u4e13\u6ce8\u4e8e\u8bb0\u5fc6\u3001\u5de5\u5177\u4f7f\u7528\u548c\u957f\u671f\u4e92\u52a8\u3002\u975e\u5e38\u9002\u5408\u9700\u8981\u8bb0\u5fc6\u548c\u9002\u5e94\u80fd\u529b\u7684\u52a9\u624b\u3002<\/p>\n

Camel\u2014\u2014\u4e13\u4e3a\u591a\u4ee3\u7406\u534f\u4f5c\u3001\u6a21\u62df\u548c\u4efb\u52a1\u4e13\u4e1a\u5316\u800c\u8bbe\u8ba1\u3002<\/p>\n

AutoGPT\u00a0\u2014 \u901a\u8fc7\u89c4\u5212\u548c\u6267\u884c\u5faa\u73af\u81ea\u52a8\u5316\u590d\u6742\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u6700\u9002\u5408\u9700\u8981\u72ec\u7acb\u8fd0\u884c\u7684\u4ee3\u7406\u3002<\/p>\n

AutoGen\u2014\u2014\u8ba9\u4ee3\u7406\u76f8\u4e92\u6c9f\u901a\u4ee5\u89e3\u51b3\u590d\u6742\u95ee\u9898\u3002<\/p>\n

SuperAGI\u2014\u2014\u7b80\u5316\u8bbe\u7f6e\uff0c\u5feb\u901f\u6784\u5efa\u548c\u8fd0\u9001\u81ea\u4e3b\u4ee3\u7406\u3002<\/p>\n

Superagent\u2014\u2014\u4e00\u4e2a\u7075\u6d3b\u7684\u5f00\u6e90\u5de5\u5177\u5305\uff0c\u7528\u4e8e\u521b\u5efa\u81ea\u5b9a\u4e49 AI \u52a9\u624b\u3002<\/p>\n

LangChain\u548cLlamaIndex\u2014\u2014\u7528\u4e8e\u7ba1\u7406\u5185\u5b58\u3001\u68c0\u7d22\u548c\u5de5\u5177\u94fe\u7684\u9996\u9009\u5de5\u5177\u3002<\/p>\n

2.\u00a0Computer and Browser Use<\/h4>\n

\u4e00\u65e6\u4f60\u7684\u4ee3\u7406\u5177\u5907\u4e86\u601d\u8003\u80fd\u529b\uff0c\u4e0b\u4e00\u6b65\u5c31\u662f\u5e2e\u52a9\u5b83\u884c\u52a8\u3002\u8fd9\u610f\u5473\u7740\u5b83\u80fd\u591f\u50cf\u4eba\u7c7b\u4e00\u6837\u4e0e\u8ba1\u7b97\u673a\u548c\u7f51\u7edc\u4ea4\u4e92\u2014\u2014\u70b9\u51fb\u6309\u94ae\u3001\u586b\u5199\u8868\u5355\u3001\u6d4f\u89c8\u9875\u9762\u4ee5\u53ca\u8fd0\u884c\u547d\u4ee4\u3002\u8fd9\u4e9b\u5de5\u5177\u5f25\u5408\u4e86\u63a8\u7406\u548c\u884c\u52a8\u4e4b\u95f4\u7684\u5dee\u8ddd\uff0c\u8ba9\u4f60\u7684\u4ee3\u7406\u80fd\u591f\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u8fd0\u4f5c\u3002<\/p>\n

Open Interpreter\u00a0\u2014\u2014\u5c06\u81ea\u7136\u8bed\u8a00\u7ffb\u8bd1\u6210\u673a\u5668\u4e0a\u7684\u53ef\u6267\u884c\u4ee3\u7801\u3002\u60f3\u8981\u79fb\u52a8\u6587\u4ef6\u6216\u8fd0\u884c\u811a\u672c\uff1f\u53ea\u9700\u63cf\u8ff0\u5373\u53ef\u3002<\/p>\n

Self-Operating Computer\u00a0\u2014\u2014\u8ba9\u4ee3\u7406\u5b8c\u5168\u63a7\u5236\u60a8\u7684\u684c\u9762\u73af\u5883\uff0c\u5141\u8bb8\u4ed6\u4eec\u50cf\u4eba\u4e00\u6837\u4e0e\u60a8\u7684\u64cd\u4f5c\u7cfb\u7edf\u8fdb\u884c\u4ea4\u4e92\u3002<\/p>\n

Agent-S\u2014\u2014\u4e00\u4e2a\u7075\u6d3b\u7684\u6846\u67b6\uff0c\u8ba9 AI \u4ee3\u7406\u50cf\u771f\u5b9e\u7528\u6237\u4e00\u6837\u4f7f\u7528\u5e94\u7528\u7a0b\u5e8f\u3001\u5de5\u5177\u548c\u754c\u9762\u3002<\/p>\n

LaVague\u2014\u2014\u4f7f\u7f51\u7edc\u4ee3\u7406\u80fd\u591f\u6d4f\u89c8\u7f51\u7ad9\u3001\u586b\u5199\u8868\u683c\u5e76\u5b9e\u65f6\u505a\u51fa\u51b3\u7b56\u2014\u2014\u975e\u5e38\u9002\u5408\u81ea\u52a8\u6267\u884c\u6d4f\u89c8\u5668\u4efb\u52a1\u3002<\/p>\n

Playwright\u2014\u2014\u8de8\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u7f51\u9875\u64cd\u4f5c\u3002\u65b9\u4fbf\u6d4b\u8bd5\u6216\u6a21\u62df\u7528\u6237\u6d41\u7a0b\u3002<\/p>\n

Puppeteer\u2014\u2014\u4e00\u6b3e\u53ef\u9760\u7684 Chrome \u6216 Firefox \u63a7\u5236\u5de5\u5177\u3002\u975e\u5e38\u9002\u5408\u6293\u53d6\u548c\u81ea\u52a8\u5316\u524d\u7aef\u884c\u4e3a\u3002<\/p>\n

3. \u58f0\u97f3<\/h4>\n

\u8bed\u97f3\u662f\u4eba\u7c7b\u4e0e AI \u4ee3\u7406\u4ea4\u4e92\u6700\u76f4\u89c2\u7684\u65b9\u5f0f\u4e4b\u4e00\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5904\u7406\u8bed\u97f3\u8bc6\u522b\u3001\u8bed\u97f3\u5408\u6210\u548c\u5b9e\u65f6\u4ea4\u4e92\uff0c\u8ba9\u60a8\u7684\u4ee3\u7406\u611f\u89c9\u66f4\u50cf\u4eba\u7c7b\u3002<\/p>\n

Speech2Speech<\/strong><\/p>\n

Ultravox\u2014\u2014\u9876\u7ea7\u8bed\u97f3\u5bf9\u8bed\u97f3\u6a21\u578b\uff0c\u53ef\u6d41\u7545\u5904\u7406\u5b9e\u65f6\u8bed\u97f3\u5bf9\u8bdd\u3002\u5feb\u901f\u54cd\u5e94\u3002<\/p>\n

Moshi\u2014\u2014\u8bed\u97f3\u8f6c\u8bed\u97f3\u4efb\u52a1\u7684\u53e6\u4e00\u6b3e\u5f3a\u5927\u9009\u62e9\u3002\u5728\u5b9e\u65f6\u8bed\u97f3\u4ea4\u4e92\u65b9\u9762\u8868\u73b0\u53ef\u9760\uff0c\u4f46 Ultravox \u5728\u6027\u80fd\u4e0a\u66f4\u80dc\u4e00\u7b79\u3002<\/p>\n

Pipecat\u2014\u2014\u7528\u4e8e\u6784\u5efa\u8bed\u97f3\u4ee3\u7406\u7684\u5168\u6808\u6846\u67b6\u3002\u652f\u6301\u8bed\u97f3\u8f6c\u6587\u672c\u3001\u6587\u672c\u8f6c\u8bed\u97f3\uff0c\u751a\u81f3\u57fa\u4e8e\u89c6\u9891\u7684\u4ea4\u4e92\u3002<\/p>\n

Speech2text<\/strong><\/p>\n

Whisper\u00a0\u2014\u2014OpenAI \u7684\u8bed\u97f3\u8f6c\u6587\u672c\u6a21\u578b\u2014\u2014\u975e\u5e38\u9002\u5408\u8de8\u591a\u79cd\u8bed\u8a00\u7684\u8f6c\u5f55\u548c\u8bed\u97f3\u8bc6\u522b\u3002<\/p>\n

Stable-ts\u00a0\u2014 \u4e00\u4e2a\u66f4\u65b9\u4fbf\u5f00\u53d1\u8005\u4f7f\u7528\u7684 Whisper \u5c01\u88c5\u5668\u3002\u6dfb\u52a0\u4e86\u65f6\u95f4\u6233\u548c\u5b9e\u65f6\u652f\u6301\uff0c\u975e\u5e38\u9002\u5408\u7528\u4e8e\u5bf9\u8bdd\u4ee3\u7406\u3002<\/p>\n

\u8bf4\u8bdd\u4eba\u5206\u7c7b 3.1\u00a0\u2014 Pyannote \u7528\u4e8e\u68c0\u6d4b\u8bf4\u8bdd\u4eba\u4f55\u65f6\u8bf4\u8bdd\u7684\u6a21\u578b\u3002\u8fd9\u5bf9\u4e8e\u591a\u8bf4\u8bdd\u4eba\u5bf9\u8bdd\u548c\u4f1a\u8bae\u5f0f\u97f3\u9891\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

\u6587\u672c\u8f6c\u8bed\u97f3<\/strong><\/p>\n

ChatTTS\u2014\u2014\u8fc4\u4eca\u4e3a\u6b62\u6211\u53d1\u73b0\u7684\u6700\u597d\u7684\u6a21\u578b\u3002\u5b83\u901f\u5ea6\u5feb\u3001\u7a33\u5b9a\uff0c\u5e76\u4e14\u9002\u7528\u4e8e\u5927\u591a\u6570\u751f\u4ea7\u73af\u5883\u3002<\/p>\n

ElevenLabs\uff08\u5546\u4e1a\u7248\uff09\u2014\u2014\u5f53\u8d28\u91cf\u6bd4\u5f00\u6e90\u66f4\u91cd\u8981\u65f6\uff0c\u8fd9\u662f\u60a8\u7684\u9996\u9009\u3002\u5b83\u63d0\u4f9b\u9ad8\u5ea6\u81ea\u7136\u7684\u58f0\u97f3\uff0c\u5e76\u652f\u6301\u591a\u79cd\u98ce\u683c\u3002<\/p>\n

Cartesia\u00a0\uff08\u5546\u4e1a\uff09\u2014\u2014\u5982\u679c\u60a8\u6b63\u5728\u5bfb\u627e\u8d85\u8d8a\u5f00\u653e\u6a21\u578b\u6240\u80fd\u63d0\u4f9b\u7684\u5bcc\u6709\u8868\u73b0\u529b\u3001\u9ad8\u4fdd\u771f\u7684\u8bed\u97f3\u5408\u6210\uff0c\u8fd9\u662f\u53e6\u4e00\u4e2a\u5f3a\u5927\u7684\u5546\u4e1a\u9009\u62e9\u3002<\/p>\n

\u6742\u9879\u5de5\u5177<\/strong><\/p>\n

\u5b83\u4eec\u5e76\u4e0d\u5b8c\u5168\u9002\u5408\u67d0\u4e00\u7c7b\u522b\uff0c\u4f46\u5728\u6784\u5efa\u6216\u6539\u8fdb\u8bed\u97f3\u4ee3\u7406\u65f6\u975e\u5e38\u6709\u7528\u3002<\/p>\n

Vocode\u00a0\u2014 \u7528\u4e8e\u6784\u5efa\u8bed\u97f3\u9a71\u52a8\u7684 LLM \u4ee3\u7406\u7684\u5de5\u5177\u5305\u3002\u5b83\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06\u8bed\u97f3\u8f93\u5165\/\u8f93\u51fa\u4e0e\u8bed\u8a00\u6a21\u578b\u8fde\u63a5\u8d77\u6765\u3002<\/p>\n

\u8bed\u97f3\u5b9e\u9a8c\u5ba4\u2014\u2014\u7528\u4e8e\u6d4b\u8bd5\u548c\u8bc4\u4f30\u8bed\u97f3\u4ee3\u7406\u7684\u6846\u67b6\u3002\u53ef\u7528\u4e8e\u8f93\u5165\u6b63\u786e\u7684\u63d0\u793a\u3001\u8bed\u97f3\u89d2\u8272\u6216\u6a21\u578b\u8bbe\u7f6e\u3002<\/p>\n

4. \u6587\u6863\u7406\u89e3<\/h4>\n

\u5927\u591a\u6570\u6709\u7528\u7684\u4e1a\u52a1\u6570\u636e\u4ecd\u7136\u4ee5\u975e\u7ed3\u6784\u5316\u683c\u5f0f\u5b58\u5728\u2014\u2014PDF\u3001\u626b\u63cf\u4ef6\u3001\u57fa\u4e8e\u56fe\u50cf\u7684\u62a5\u544a\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u60a8\u7684\u5ba2\u670d\u4eba\u5458\u8bfb\u53d6\u3001\u63d0\u53d6\u5e76\u7406\u89e3\u8fd9\u4e9b\u6742\u4e71\u7684\u6570\u636e\uff0c\u800c\u65e0\u9700\u590d\u6742\u7684 OCR \u6d41\u7a0b\u3002<\/p>\n

Qwen2-VL\u2014\u2014\u963f\u91cc\u5df4\u5df4\u5f3a\u5927\u7684\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u3002\u5728\u6df7\u5408\u56fe\u50cf\u548c\u6587\u672c\u7684\u6587\u6863\u4efb\u52a1\u4e0a\uff0c\u5176\u6027\u80fd\u4f18\u4e8e GPT-4 \u548c Claude 3.5 Sonnet\uff0c\u975e\u5e38\u9002\u5408\u5904\u7406\u590d\u6742\u7684\u73b0\u5b9e\u4e16\u754c\u683c\u5f0f\u3002<\/p>\n

DocOwl2\u00a0\u2014 \u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\u591a\u6a21\u6001\u6a21\u578b\uff0c\u65e0\u9700OCR \u5373\u53ef\u7406\u89e3\u6587\u6863\u3002\u5b83\u5feb\u901f\u3001\u9ad8\u6548\uff0c\u5e76\u4e14\u80fd\u591f\u4ece\u6742\u4e71\u7684\u8f93\u5165\u4e2d\u63d0\u53d6\u7ed3\u6784\u548c\u542b\u4e49\uff0c\u51c6\u786e\u7387\u6781\u9ad8\u3002<\/p>\n

5.\u8bb0\u5fc6<\/h4>\n

\u5982\u679c\u6ca1\u6709\u8bb0\u5fc6\uff0c\u5ba2\u670d\u4eba\u5458\u5c31\u4f1a\u9677\u5165\u5faa\u73af\u2014\u2014\u628a\u6bcf\u4e00\u6b21\u4e92\u52a8\u90fd\u5f53\u6210\u7b2c\u4e00\u6b21\u3002\u8fd9\u4e9b\u5de5\u5177\u8ba9\u4ed6\u4eec\u80fd\u591f\u56de\u5fc6\u8fc7\u53bb\u7684\u5bf9\u8bdd\uff0c\u8ffd\u8e2a\u4ed6\u4eec\u7684\u504f\u597d\uff0c\u5e76\u5efa\u7acb\u8fde\u7eed\u6027\u3002\u8fd9\u80fd\u8ba9\u4e00\u4e2a\u4e00\u6b21\u6027\u7684\u52a9\u624b\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u53d8\u5f97\u66f4\u52a0\u6709\u7528\u3002<\/p>\n

Mem0\u00a0\u2014 \u4e00\u4e2a\u81ea\u6211\u6539\u8fdb\u7684\u8bb0\u5fc6\u5c42\uff0c\u53ef\u8ba9\u60a8\u7684\u4ee3\u7406\u9002\u5e94\u4e4b\u524d\u7684\u4ea4\u4e92\u3002\u975e\u5e38\u9002\u5408\u6784\u5efa\u66f4\u52a0\u4e2a\u6027\u5316\u548c\u6301\u4e45\u7684 AI \u4f53\u9a8c\u3002<\/p>\n

Letta\uff08\u539f\u540d MemGPT\uff09\u00a0\u2014\u2014\u4e3a LLM \u4ee3\u7406\u6dfb\u52a0\u957f\u671f\u8bb0\u5fc6\u548c\u5de5\u5177\u4f7f\u7528\u529f\u80fd\u3002\u53ef\u4ee5\u5c06\u5176\u89c6\u4e3a\u9700\u8981\u8bb0\u5fc6\u3001\u63a8\u7406\u548c\u8fdb\u5316\u7684\u4ee3\u7406\u7684\u652f\u67b6\u3002<\/p>\n

LangChain\u2014\u2014\u5305\u62ec\u5373\u63d2\u5373\u7528\u7684\u5185\u5b58\u7ec4\u4ef6\uff0c\u7528\u4e8e\u8ddf\u8e2a\u5bf9\u8bdd\u5386\u53f2\u548c\u7528\u6237\u4e0a\u4e0b\u6587\u2014\u2014\u5728\u6784\u5efa\u9700\u8981\u5728\u591a\u4e2a\u56de\u5408\u4e2d\u4fdd\u6301\u63a5\u5730\u7684\u4ee3\u7406\u65f6\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n

6.\u6d4b\u8bd5\u4e0e\u8bc4\u4f30<\/h4>\n

\u5f53\u60a8\u7684\u4ee3\u7406\u4e0d\u518d\u53ea\u662f\u804a\u5929\u2014\u2014\u6d4f\u89c8\u7f51\u9875\u3001\u505a\u51fa\u51b3\u7b56\u3001\u5927\u58f0\u8bf4\u8bdd\u2014\u2014\u60a8\u9700\u8981\u4e86\u89e3\u4ed6\u4eec\u5982\u4f55\u5904\u7406\u7279\u6b8a\u60c5\u51b5\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u60a8\u6d4b\u8bd5\u4ee3\u7406\u5728\u4e0d\u540c\u60c5\u51b5\u4e0b\u7684\u884c\u4e3a\uff0c\u53ca\u65e9\u53d1\u73b0\u9519\u8bef\uff0c\u5e76\u8ffd\u8e2a\u6545\u969c\u70b9\u3002<\/p>\n

eeVoice Lab\u2014\u2014\u4e00\u4e2a\u7528\u4e8e\u6d4b\u8bd5\u8bed\u97f3\u4ee3\u7406\u7684\u7efc\u5408\u6846\u67b6\uff0c\u786e\u4fdd\u60a8\u7684\u4ee3\u7406\u7684\u8bed\u97f3\u8bc6\u522b\u548c\u54cd\u5e94\u51c6\u786e\u800c\u81ea\u7136\u3002<\/p>\n

AgentOps\u2014\u2014\u4e00\u5957\u7528\u4e8e\u8ddf\u8e2a\u548c\u57fa\u51c6\u6d4b\u8bd5 AI \u4ee3\u7406\u7684\u5de5\u5177\uff0c\u5e2e\u52a9\u60a8\u53d1\u73b0\u4efb\u4f55\u95ee\u9898\u5e76\u5728\u95ee\u9898\u5f71\u54cd\u7528\u6237\u4e4b\u524d\u4f18\u5316\u6027\u80fd\u3002<\/p>\n

AgentBench\u2014\u2014\u7528\u4e8e\u8bc4\u4f30 LLM \u4ee3\u7406\u5728\u5404\u79cd\u4efb\u52a1\u548c\u73af\u5883\u4e2d\u7684\u8868\u73b0\u7684\u57fa\u51c6\u5de5\u5177\uff0c\u4ece\u7f51\u9875\u6d4f\u89c8\u5230\u6e38\u620f\uff0c\u786e\u4fdd\u591a\u529f\u80fd\u6027\u548c\u6709\u6548\u6027\u3002<\/p>\n

7. \u76d1\u63a7\u548c\u53ef\u89c2\u5bdf\u6027<\/h4>\n

\u4e3a\u4e86\u786e\u4fdd\u60a8\u7684 AI \u4ee3\u7406\u80fd\u591f\u5927\u89c4\u6a21\u3001\u987a\u7545\u9ad8\u6548\u5730\u8fd0\u884c\uff0c\u60a8\u9700\u8981\u6df1\u5165\u4e86\u89e3\u5176\u6027\u80fd\u548c\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\u3002\u8fd9\u4e9b\u5de5\u5177\u80fd\u591f\u63d0\u4f9b\u5fc5\u8981\u7684\u6d1e\u5bdf\uff0c\u8ba9\u60a8\u80fd\u591f\u76d1\u63a7\u4ee3\u7406\u884c\u4e3a\u3001\u4f18\u5316\u8d44\u6e90\uff0c\u5e76\u5728\u95ee\u9898\u5f71\u54cd\u7528\u6237\u4e4b\u524d\u5c06\u5176\u6355\u83b7\u3002<\/p>\n

openllmetry\u2014\u2014\u4f7f\u7528 OpenTelemetry \u4e3a LLM \u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u7aef\u5230\u7aef\u53ef\u89c2\u5bdf\u6027\uff0c\u8ba9\u60a8\u6e05\u695a\u5730\u4e86\u89e3\u4ee3\u7406\u6027\u80fd\uff0c\u5e76\u5e2e\u52a9\u60a8\u5feb\u901f\u6392\u9664\u6545\u969c\u548c\u4f18\u5316\u3002<\/p>\n

AgentOps\u2014\u2014\u4e00\u6b3e\u5168\u9762\u7684\u76d1\u63a7\u5de5\u5177\uff0c\u53ef\u8ddf\u8e2a\u4ee3\u7406\u7684\u7ee9\u6548\u3001\u6210\u672c\u548c\u57fa\u51c6\uff0c\u5e2e\u52a9\u60a8\u786e\u4fdd\u4ee3\u7406\u9ad8\u6548\u4e14\u5728\u9884\u7b97\u4e4b\u5185\u3002<\/p>\n

8.\u6a21\u62df<\/h4>\n

\u5728\u90e8\u7f72\u4e4b\u524d\u6a21\u62df\u771f\u5b9e\u73af\u5883\u5c06\u5e26\u6765\u7ffb\u5929\u8986\u5730\u7684\u53d8\u5316\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u8ba9\u60a8\u521b\u5efa\u53d7\u63a7\u7684\u865a\u62df\u7a7a\u95f4\uff0c\u8ba9\u60a8\u7684\u4ee3\u7406\u80fd\u591f\u5728\u5176\u4e2d\u8fdb\u884c\u4ea4\u4e92\u3001\u5b66\u4e60\u548c\u51b3\u7b56\uff0c\u800c\u65e0\u9700\u62c5\u5fc3\u5728\u771f\u5b9e\u73af\u5883\u4e2d\u51fa\u73b0\u610f\u5916\u540e\u679c\u3002<\/p>\n

AgentVerse\u2014\u2014\u652f\u6301\u5728\u4e0d\u540c\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u6a21\u62df\u4e2d\u90e8\u7f72\u591a\u4e2a\u57fa\u4e8e LLM \u7684\u4ee3\u7406\uff0c\u786e\u4fdd\u5728\u5404\u79cd\u73af\u5883\u4e2d\u6709\u6548\u8fd0\u884c\u3002<\/p>\n

Tau-Bench\u2014\u2014\u4e00\u79cd\u57fa\u51c6\u6d4b\u8bd5\u5de5\u5177\uff0c\u7528\u4e8e\u8bc4\u4f30\u96f6\u552e\u6216\u822a\u7a7a\u7b49\u7279\u5b9a\u884c\u4e1a\u7684\u4ee3\u7406\u4e0e\u7528\u6237\u4e4b\u95f4\u7684\u4ea4\u4e92\uff0c\u786e\u4fdd\u987a\u5229\u5904\u7406\u7279\u5b9a\u9886\u57df\u7684\u4efb\u52a1\u3002<\/p>\n

ChatArena\u2014\u2014\u4e00\u4e2a\u4ee3\u7406\u4e4b\u95f4\u53ef\u4ee5\u4ea4\u4e92\u7684\u591a\u4ee3\u7406\u8bed\u8a00\u6e38\u620f\u73af\u5883\uff0c\u975e\u5e38\u9002\u5408\u5728\u5b89\u5168\u3001\u53ef\u63a7\u7684\u7a7a\u95f4\u4e2d\u7814\u7a76\u4ee3\u7406\u884c\u4e3a\u548c\u6539\u8fdb\u6c9f\u901a\u6a21\u5f0f\u3002<\/p>\n

AI Town\u2014\u2014\u4e00\u4e2a\u865a\u62df\u73af\u5883\uff0c\u5176\u4e2d AI \u89d2\u8272\u53ef\u4ee5\u8fdb\u884c\u793e\u4ea4\u4e92\u52a8\u3001\u6d4b\u8bd5\u51b3\u7b56\u5e76\u6a21\u62df\u771f\u5b9e\u4e16\u754c\u573a\u666f\uff0c\u4ece\u800c\u5e2e\u52a9\u5fae\u8c03\u4ee3\u7406\u884c\u4e3a\u3002<\/p>\n

\u751f\u6210\u4ee3\u7406\u2014\u2014\u65af\u5766\u798f\u5927\u5b66\u7684\u4e00\u4e2a\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u521b\u5efa\u6a21\u62df\u590d\u6742\u884c\u4e3a\u7684\u7c7b\u4eba\u4ee3\u7406\uff0c\u975e\u5e38\u9002\u5408\u5728\u793e\u4ea4\u73af\u5883\u4e2d\u6d4b\u8bd5\u8bb0\u5fc6\u548c\u51b3\u7b56\u3002<\/p>\n

9.\u5782\u76f4\u4ee3\u7406<\/h4>\n

\u5782\u76f4\u4ee3\u7406\u662f\u4e13\u95e8\u4e3a\u89e3\u51b3\u7279\u5b9a\u95ee\u9898\u6216\u4f18\u5316\u7279\u5b9a\u884c\u4e1a\u4efb\u52a1\u800c\u8bbe\u8ba1\u7684\u5de5\u5177\u3002\u867d\u7136\u8fd9\u7c7b\u5de5\u5177\u7684\u751f\u6001\u7cfb\u7edf\u6b63\u5728\u4e0d\u65ad\u53d1\u5c55\uff0c\u4f46\u4ee5\u4e0b\u662f\u6211\u4e2a\u4eba\u4f7f\u7528\u8fc7\u7684\u4e00\u4e9b\u7279\u522b\u6709\u7528\u7684\u5de5\u5177\uff1a<\/p>\n

\u7f16\u7801\uff1a<\/strong><\/p>\n

OpenHands\u2014\u2014\u4e00\u4e2a\u7531\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u8f6f\u4ef6\u5f00\u53d1\u4ee3\u7406\u5e73\u53f0\uff0c\u65e8\u5728\u81ea\u52a8\u5316\u7f16\u7801\u4efb\u52a1\u5e76\u52a0\u5feb\u5f00\u53d1\u8fc7\u7a0b\u3002<\/p>\n

aider\u2014\u2014\u4e00\u79cd\u76f4\u63a5\u4e0e\u60a8\u7684\u7ec8\u7aef\u96c6\u6210\u7684\u7ed3\u5bf9\u7f16\u7a0b\u5de5\u5177\uff0c\u63d0\u4f9b AI \u526f\u9a7e\u9a76\u6765\u534f\u52a9\u60a8\u7684\u7f16\u7801\u73af\u5883\u3002<\/p>\n

GPT \u5de5\u7a0b\u5e08\u2014\u2014\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u6784\u5efa\u5e94\u7528\u7a0b\u5e8f\uff1b\u53ea\u9700\u63cf\u8ff0\u60a8\u60f3\u8981\u7684\u5185\u5bb9\uff0cAI \u5c31\u4f1a\u9610\u660e\u5e76\u751f\u6210\u5fc5\u8981\u7684\u4ee3\u7801\u3002<\/p>\n

\u5c4f\u5e55\u622a\u56fe\u5230\u4ee3\u7801\u00a0\u2014\u2014\u4f7f\u7528 HTML\u3001Tailwind\u3001React \u6216 Vue \u5c06\u5c4f\u5e55\u622a\u56fe\u8f6c\u6362\u4e3a\u529f\u80fd\u9f50\u5168\u7684\u7f51\u7ad9\uff0c\u975e\u5e38\u9002\u5408\u5feb\u901f\u5c06\u8bbe\u8ba1\u60f3\u6cd5\u8f6c\u5316\u4e3a\u5b9e\u65f6\u4ee3\u7801\u3002<\/p>\n

\u7814\u7a76\uff1a<\/strong><\/p>\n

GPT \u7814\u7a76\u5458\u2014\u2014\u81ea\u4e3b\u4ee3\u7406\uff0c\u8fdb\u884c\u5168\u9762\u7814\u7a76\u3001\u5206\u6790\u6570\u636e\u5e76\u64b0\u5199\u62a5\u544a\uff0c\u7b80\u5316\u7814\u7a76\u6d41\u7a0b\u3002<\/p>\n

SQL\uff1a<\/strong><\/p>\n

Vanna\u00a0\u2014 \u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\u4e0e\u60a8\u7684 SQL \u6570\u636e\u5e93\u4ea4\u4e92\uff1b\u4e0d\u518d\u9700\u8981\u590d\u6742\u7684 SQL \u547d\u4ee4\uff0c\u53ea\u9700\u63d0\u51fa\u95ee\u9898\uff0cVanna \u5c31\u4f1a\u68c0\u7d22\u6570\u636e\u3002<\/p>\n

\u5c0f\u7ed3<\/h4>\n

\u56de\u987e\u6211\u65e9\u671f\u5c1d\u8bd5\u5f00\u53d1\u7814\u7a76\u52a9\u624b\u7684\u8fc7\u7a0b\uff0c\u6211\u53d1\u73b0\u6211\u628a\u4e8b\u60c5\u641e\u5f97\u592a\u590d\u6742\u4e86\u3002\u6700\u7ec8\uff0c\u8fd9\u4e2a\u9879\u76ee\u53d8\u5f97\u4e00\u56e2\u7cdf\u2014\u2014\u8fc7\u65f6\u7684\u4ee3\u7801\u3001\u4e0d\u6210\u719f\u7684\u5de5\u5177\uff0c\u751a\u81f3\u8fdePDF\u8fd9\u79cd\u7b80\u5355\u7684\u6587\u4ef6\u90fd\u5904\u7406\u4e0d\u987a\u7545\u3002\u4f46\u77db\u76fe\u7684\u662f\uff0c\u8fd9\u6b63\u662f\u6211\u5b66\u5230\u6700\u591a\u7684\u5730\u65b9\u3002<\/p>\n

\u5173\u952e\u4e0d\u5728\u4e8e\u627e\u5230\u5b8c\u7f8e\u7684\u5de5\u5177\uff0c\u800c\u5728\u4e8e\u575a\u6301\u6709\u6548\u7684\u65b9\u6cd5\uff0c\u5e76\u4fdd\u6301\u7b80\u6d01\u3002\u90a3\u6b21\u5931\u8d25\u8ba9\u6211\u660e\u767d\uff0c\u6700\u53ef\u9760\u7684\u4ee3\u7406\u662f\u5efa\u7acb\u5728\u52a1\u5b9e\u3001\u76f4\u63a5\u7684\u6280\u672f\u6808\u4e0a\u7684\uff0c\u800c\u4e0d\u662f\u8ffd\u9010\u5404\u79cd\u70ab\u9177\u7684\u65b0\u5de5\u5177\u3002<\/p>\n

\u6210\u529f\u7684\u4ee3\u7406\u5f00\u53d1\u5e76\u4e0d\u9700\u8981\u91cd\u65b0\u53d1\u660e\u8f6e\u5b50\u3002<\/p>\n

\u5173\u952e\u5728\u4e8e\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\uff0c\u7cbe\u5fc3\u96c6\u6210\uff0c\u5e76\u4e0d\u65ad\u5b8c\u5584\u539f\u578b\u3002\u65e0\u8bba\u60a8\u662f\u8981\u5b9e\u73b0\u5de5\u4f5c\u6d41\u7a0b\u81ea\u52a8\u5316\u3001\u6784\u5efa\u8bed\u97f3\u4ee3\u7406\uff0c\u8fd8\u662f\u89e3\u6790\u6587\u6863\uff0c\u4e00\u4e2a\u7cbe\u5fc3\u6311\u9009\u7684\u6280\u672f\u6808\u90fd\u80fd\u8ba9\u6574\u4e2a\u6d41\u7a0b\u66f4\u52a0\u987a\u7545\u9ad8\u6548\u3002<\/p>\n

\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

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\u672c\u6307\u5357\u5e76\u975e\u8bd5\u56fe\u6db5\u76d6\u6240\u6709\u5de5\u5177\uff0c\u8fd9\u662f\u6709\u610f\u4e3a\u4e4b\u3002\u5b83\u7cbe\u9009\u4e86\u6211\u5b9e\u9645\u4f7f\u7528\u8fc7\u3001\u4fdd\u5b58\u8fc7\u4ee5\u53ca\u5728\u6784\u5efa\u771f\u5b9e\u4ee3\u7406\u539f\u578b\u65f6\u4f1a\u7528\u5230\u7684\u5de5\u5177\u3002\u8fd9 […]<\/p>\n

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