[[null, "
\u6b22\u8fce\u4f7f\u7528 langchain-ChatGLM Web UI\uff01
\n\u8bf7\u5728\u53f3\u4fa7\u5207\u6362\u6a21\u5f0f\uff0c\u76ee\u524d\u652f\u6301\u76f4\u63a5\u4e0e LLM \u6a21\u578b\u5bf9\u8bdd\u6216\u57fa\u4e8e\u672c\u5730\u77e5\u8bc6\u5e93\u95ee\u7b54\u3002
\n\u77e5\u8bc6\u5e93\u95ee\u7b54\u6a21\u5f0f\uff0c\u9009\u62e9\u77e5\u8bc6\u5e93\u540d\u79f0\u540e\uff0c\u5373\u53ef\u5f00\u59cb\u95ee\u7b54\uff0c\u5f53\u524d\u77e5\u8bc6\u5e93\u65b0\u5efa\u77e5\u8bc6\u5e93\uff0c\u5982\u6709\u9700\u8981\u53ef\u4ee5\u5728\u9009\u62e9\u77e5\u8bc6\u5e93\u540d\u79f0\u540e\u4e0a\u4f20\u6587\u4ef6/\u6587\u4ef6\u5939\u81f3\u77e5\u8bc6\u5e93\u3002
\n\u77e5\u8bc6\u5e93\u6682\u4e0d\u652f\u6301\u6587\u4ef6\u5220\u9664\uff0c\u8be5\u529f\u80fd\u5c06\u5728\u540e\u7eed\u7248\u672c\u4e2d\u63a8\u51fa\u3002"], [null, "\u6a21\u578b\u5df2\u6210\u529f\u52a0\u8f7d\uff0c\u53ef\u4ee5\u5f00\u59cb\u5bf9\u8bdd\uff0c\u6216\u4ece\u53f3\u4fa7\u9009\u62e9\u6a21\u5f0f\u540e\u5f00\u59cb\u5bf9\u8bdd"], [null, "\u5df2\u52a0\u8f7d\u77e5\u8bc6\u5e93yidongbianyuanjisuan_FAISS_20230624_091207\uff0c\u8bf7\u5f00\u59cb\u63d0\u95ee"], ["\u672c\u4e66\u7684\u4f5c\u8005\u662f\uff1f", "\u6839\u636e\u5df2\u77e5\u4fe1\u606f\uff0c\u672c\u4e66\u7684\u4f5c\u8005\u662f\u738b\u5c1a\u5e7f\u3001\u5468\u50b2\u3001\u9b4f\u6653\u5a1f\u3001\u67f3\u7389\u70af\u3002\n\n\u51fa\u5904 [1] \u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97.pdf
\n\u5185 \u5bb9 \u7b80 \u4ecb \u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u80fd\u591f\u6ee1\u8db3\uff15\uff27\u3001\u8f66\u8054\u7f51\u3001\u865a\u62df\uff0f\u589e\u5f3a\u73b0\u5b9e\u3001\u667a\u6167\u57ce\u5e02\u3001\u667a\u80fd\u5bb6\u5c45\u3001\u667a\u6167\u533b\u7597\u3001 \u516c\u5171\u5b89\u5168\u7b49\u884c\u4e1a\u5e94\u7528\u5bf9\u5927\u6570\u636e\u5904\u7406\u3001\u7f51\u7edc\u5e26\u5bbd\u53ca\u65f6\u5ef6\u7b49\u65b9\u9762\u7684\u8feb\u5207\u9700\u6c42\u3002 \u4e3a\u6b64\u672c\u4e66\u9488\u5bf9\u4e0e \u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u76f8\u5173\u7684\u82e5\u5e72\u5173\u952e\u95ee\u9898\uff0c\u672c\u7740\u901a\u4fd7\u3001\u79d1\u666e\u3001\u5fae\u5b66\u672f\u7684\u539f\u5219\uff0c\u4ecb\u7ecd\u4e86\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97 \u7684\u7531\u6765\u3001\u4e0e\uff15\uff27\u7684\u5173\u7cfb\u3001\u5173\u952e\u6280\u672f\u3001\u5178\u578b\u5e94\u7528\u573a\u666f\u3001\u5b9e\u9a8c\u5e73\u53f0\u4ee5\u53ca\u672a\u6765\u7684\u7814\u7a76\u6311\u6218\u7b49\u3002 \u672c\u4e66\u53ef\u4f5c\u4e3a\u653f\u5e9c\u4e0e\u4f01\u4e1a\u4eba\u5458\u3001\u54a8\u8be2\u516c\u53f8\u5de5\u4f5c\u4eba\u5458\u3001\u4e00\u822c\u6280\u672f\u4eba\u5458\u3001\u5de5\u7a0b\u7814\u7a76\u4eba\u5458\u4ee5\u53ca \u535a\u58eb\u751f\u3001\u7814\u7a76\u751f\u3001\u672c\u79d1\u751f\u7b49\u5feb\u901f\u4e86\u89e3\u548c\u719f\u6089\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u6280\u672f\u7684\u79d1\u666e\u7c7b\u53c2\u8003\u4e66\u3002 \u56fe\u4e66\u5728\u7248\u7f16\u76ee\uff08\uff23\uff29\uff30\uff09\u6570\u636e \u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97 \uff0f \u738b\u5c1a\u5e7f\u7b49\u7f16\u8457\uff0e\uff0d\uff0d \u5317\u4eac\uff1a\u5317\u4eac\u90ae\u7535\u5927\u5b66\u51fa\u7248\u793e\uff0c \uff12\uff10\uff11\uff17\uff0e\uff18 \uff29\uff33\uff22\uff2e \uff19\uff17\uff18\uff0d\uff17\uff0d\uff15\uff16\uff13\uff15\uff0d\uff15\uff12\uff18\uff10\uff0d\uff11 \u2160\uff0e\u2460\u79fb\u2026 \u2161\uff0e\u2460\u738b\u2026 \u2162\uff0e\u2460\u65e0\u7ebf\u7535\u901a\u4fe1\u2014\u79fb\u52a8\u901a\u4fe1\u2014\u8ba1\u7b97 \u2163\uff0e\u2460\uff34\uff2e\uff19\uff12\uff19\uff0e\uff15 \u4e2d\u56fd\u7248\u672c\u56fe\u4e66\u9986 \uff23\uff29\uff30\u6570\u636e\u6838\u5b57\uff08\uff12\uff10\uff11\uff17\uff09\u7b2c\uff12\uff11\uff19\uff14\uff19\uff11\u53f7 \u4e66 \u540d\uff1a\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97 \u8457\u4f5c\u8d23\u4efb\u8005\uff1a\u738b\u5c1a\u5e7f \u5468 \u50b2 \u9b4f\u6653\u5a1f \u67f3\u7389\u70af \u7f16\u8457 \u8d23 \u4efb \u7f16 \u8f91\uff1a\u59da \u987a \u5b59\u5b8f\u9896 \u51fa \u7248 \u53d1 \u884c\uff1a\u5317\u4eac\u90ae\u7535\u5927\u5b66\u51fa\u7248\u793e \u793e \n\u51fa\u5904 [2] \u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97.pdf
\n\u7b14\u8005\u81ea\uff12\uff10\uff11\uff14\u5e74\u4ee5\u6765\uff0c \u4e5f\u4e00\u76f4 \u4ece\u4e8b\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u7684\u7814\u7a76\u5de5\u4f5c\uff0c \uff12\uff10\uff11\uff16\u5e74\u4f5c\u4e3a\u7a0b\u5e8f\u59d4\u5458\u4f1a\u5171\u540c\u4e3b\u5e2d \u4e0e\u6cd5\u56fd\u7684 \uff21\uff4e\uff54\uff48\uff4f\uff4e\uff59 \uff33\uff49\uff4d\uff4f\uff4e\uff45\uff54\u3001\uff21\uff44\uff52\uff49\uff45\uff4e \uff2c\uff45\uff42\uff52\uff45\u6559\u6388\u5171\u540c\u53d1\u8d77\u4e86\uff29\uff25\uff25\uff25 \u7b2c\u4e00\u5c4a\u96fe\u4e0e\u8fb9\u7f18\u8ba1\u7b97\u56fd\u9645\u4f1a\u8bae\uff08\u8be5\u4f1a\u8bae\u5df2\u4e8e\uff12\uff10\uff11\uff17\u5e74\uff15\u6708\u5728\u897f\u73ed\u7259 \uff11 \u9a6c\u5fb7\u91cc\u6210\u529f\u53ec\u5f00\uff09\uff0c \u5e76\u5728\u591a\u4e2a\u56fd\u9645\uff33\uff23\uff29\u671f\u520a\u7ec4\u7ec7\u4e86\u4e0e\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97 \u76f8\u5173\u7684\u4e13\u9898\u5f81\u7a3f\u3002 \u5728\u4e0e\u56fd\u5185\u79d1\u7814\u4eba\u5458\u548c\u4f01\u4e1a\u6280\u672f\u4eba\u5458\u7684\u4ea4\u6d41\u4e2d\u53d1 \u73b0\uff0c\u76ee\u524d\u5927\u5bb6\u90fd\u5bf9\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u7684\u6982\u5ff5\u548c\u7814\u7a76\u9886\u57df\u8fd8\u4e0d\u662f\u5f88\u6e05\u6670\uff0c \u800c\u5e02\u573a\u4e0a\u8fd8\u6ca1\u6709\u7cfb\u7edf\u4ecb\u7ecd\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u7684\u4e2d\u6587\u8457\u4f5c\uff0c\u8fd9\u7ed9\u56fd\u5185\u79fb \u52a8\u8fb9\u7f18\u8ba1\u7b97\u7684\u666e\u53ca\u548c\u53d1\u5c55\u9020\u6210\u4e86\u4e00\u5b9a\u7684\u969c\u788d\u3002 \u4e3a\u6b64\uff0c\u6211\u4eec\u7f16\u5199\u4e86\u672c\u4e66\uff0c\u5e0c\u671b\u901a\u8fc7\u672c\u4e66\u80fd\u8ba9\u8bfb\u8005\u4e86\u89e3\u79fb\u52a8\u8fb9\u7f18 \u8ba1\u7b97\u7684\u76f8\u5173\u77e5\u8bc6\u3002 \u7531\u4e8e\u672c\u4e66\u7684\u5b9a\u4f4d\u662f\u901a\u4fd7\u6027\u3001\u79d1\u666e\u6027\u548c\u5fae\u5b66\u672f\u6027\uff0c \u5e0c\u671b\u8bfb\u8005\u5728\u8bfb\u8fc7\u672c\u4e66\u4e4b\u540e\uff0c\u5bf9\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u4e86\u89e3\uff0c\u90a3 \u4e48\u672c\u4e66\u7684\u76ee\u7684\u548c\u610f\u4e49\u4e5f\u5c31\u8fbe\u5230\u4e86\u3002 \u5728\u672c\u4e66\u7684\u64b0\u5199\u8fc7\u7a0b\u4e2d\uff0c \u591a\u540d\u535a\u58eb\u751f\u548c\u7855\u58eb\u751f\u53c2\u4e0e\u4e86\u64b0\u5199\u548c\u6750 \u6599\u7ec4\u7ec7\u5de5 \u4f5c\uff0c \u5982 \u8bb8 \u91d1 \u826f\u3001\u4e01 \u6625 \u6d9b\u3001\u5f20 \u6653 \u5b87\u3001\u5218 \u5bb6 \u78ca\u3001\u674e \u5143 \u54f2\u3001\u90ed \u71d5\u3001 \u6768\u660e\u54f2\u3001\u67ef\u4ec1\u5eb7\u7b49\uff08\u6392\u540d\u4e0d\u5206\u5148\u540e\uff09\uff0c \u5bf9\u4e0a\u8ff0\u4eba\u5458\u7684\u8f9b\u52e4\u52aa\u529b\uff0c \u6211\u4eec \u8868\u793a\u8877\u5fc3\u7684\u611f\u8c22\uff01 \u6700\u540e\uff0c\u611f\u8c22\u672c\u4e66\u7684\u4e3b\u7f16\uff1a\u738b\u5c1a\u5e7f\u3001\u5468\u50b2\u3002 \u4f5c \u8005 \uff12\uff10\uff11\uff17\u5e74\uff16\u6708 \u00b7 \uff12 \u00b7 \u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97 \u76ee \u5f55 \u7b2c\uff11\u7ae0 \u57fa\u672c\u6982\u8ff0 \uff11 \u2026\u2026 \u2026\u2026\u2026 \u2026\u2026\u2026\n