{"id":55846,"date":"2025-02-19T14:32:59","date_gmt":"2025-02-19T06:32:59","guid":{"rendered":"https:\/\/fwq.ai\/blog\/55846\/"},"modified":"2025-02-19T14:32:59","modified_gmt":"2025-02-19T06:32:59","slug":"%e4%bd%bf%e7%94%a8-amazon-bedrock%e3%80%81amazon-connect%e3%80%81amazon-lex%e3%80%81langchain-%e5%92%8c-whatsapp-%e5%88%9b%e5%bb%ba%e4%b8%8b%e4%b8%80%e4%bb%a3%e8%81%8a%e5%a4%a9%e5%8a%a9%e6%89%8b","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/55846\/","title":{"rendered":"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b"},"content":{"rendered":"<p><em>\u672c\u6587\u7531 LangChain \u7684 Harrison Chase\u3001Erick Friis \u548c Linda Ye \u8054\u5408\u64b0\u5199\u3002<\/em><\/p>\n<p>&nbsp;\u5728\u672a\u6765\u51e0\u5e74\u5c06\u5f7b\u5e95\u53d8\u9769\u7528\u6237\u4f53\u9a8c\u3002\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u5173\u952e\u7684\u4e00\u6b65\u662f\u5f15\u5165\u80fd\u591f\u667a\u80fd\u4f7f\u7528\u5de5\u5177\u7684 AI \u52a9\u624b\uff0c\u5e2e\u52a9\u5ba2\u6237\u5bfc\u822a\u6570\u5b57\u4e16\u754c\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c55\u793a\u4e86\u5982\u4f55\u90e8\u7f72\u4e00\u4e2a\u4e0a\u4e0b\u6587\u611f\u77e5\u7684 AI \u52a9\u624b\u3002\u8be5\u52a9\u624b\u57fa\u4e8e&nbsp;\u3001&nbsp;\u548c&nbsp;&nbsp;\u6784\u5efa\uff0c\u5e76\u4f7f\u7528 WhatsApp \u4f5c\u4e3a\u4ea4\u4e92\u6e20\u9053\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e00\u79cd\u719f\u6089\u4e14\u4fbf\u5229\u7684\u754c\u9762\u3002<\/p>\n<p> <\/p>\n<p>Amazon Bedrock \u77e5\u8bc6\u5e93\u4e3a\u57fa\u7840\u6a21\u578b (FMs) \u548c\u4ee3\u7406\u63d0\u4f9b\u6765\u81ea\u4f01\u4e1a\u79c1\u6709\u6570\u636e\u6e90\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u652f\u6301&nbsp;&nbsp;()\uff0c\u4ee5\u63d0\u4f9b\u66f4\u76f8\u5173\u3001\u51c6\u786e\u548c\u5b9a\u5236\u5316\u7684\u56de\u590d\u3002\u5bf9\u4e8e\u5e0c\u671b\u589e\u5f3a\u751f\u6210\u5f0f AI \u5e94\u7528\u7a0b\u5e8f\u7684\u7ec4\u7ec7\u6765\u8bf4\uff0c\u8be5\u529f\u80fd\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u7684\u89e3\u51b3\u65b9\u6848\u3002\u901a\u8fc7\u4e0e Amazon Lex \u548c Amazon Connect \u7684\u539f\u751f\u517c\u5bb9\u6027\uff0c\u5b83\u7b80\u5316\u4e86\u9886\u57df\u7279\u5b9a\u77e5\u8bc6\u7684\u6574\u5408\u3002\u901a\u8fc7\u81ea\u52a8\u5316\u6587\u6863\u5bfc\u5165\u3001\u5206\u5757\u548c\u5d4c\u5165\uff0c\u6d88\u9664\u4e86\u624b\u52a8\u8bbe\u7f6e\u590d\u6742\u5411\u91cf\u6570\u636e\u5e93\u6216\u81ea\u5b9a\u4e49\u68c0\u7d22\u7cfb\u7edf\u7684\u9700\u6c42\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u5f00\u53d1\u590d\u6742\u6027\u548c\u65f6\u95f4\u3002<\/p>\n<p>\u8fd9\u79cd\u89e3\u51b3\u65b9\u6848\u63d0\u5347\u4e86\u57fa\u7840\u6a21\u578b\u54cd\u5e94\u7684\u51c6\u786e\u6027\uff0c\u964d\u4f4e\u4e86\u7531\u4e8e\u57fa\u4e8e\u9a8c\u8bc1\u6570\u636e\u800c\u4ea7\u751f\u7684\u9519\u8bef\u56de\u7b54\u3002\u76f8\u6bd4\u7ef4\u62a4\u81ea\u5b9a\u4e49\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\uff0c\u8be5\u65b9\u6848\u901a\u8fc7\u51cf\u5c11\u5f00\u53d1\u8d44\u6e90\u548c\u8fd0\u8425\u6210\u672c\u63d0\u9ad8\u4e86\u6210\u672c\u6548\u7387\u3002\u901a\u8fc7 AWS \u7684\u65e0\u670d\u52a1\u5668\u670d\u52a1\uff0c\u5b83\u7684\u53ef\u6269\u5c55\u6027\u53ef\u4ee5\u5feb\u901f\u9002\u5e94\u4e0d\u65ad\u589e\u957f\u7684\u6570\u636e\u91cf\u548c\u7528\u6237\u67e5\u8be2\u91cf\u3002\u8fd8\u5229\u7528 AWS \u5f3a\u5927\u7684\u5b89\u5168\u57fa\u7840\u8bbe\u65bd\u6765\u7ef4\u62a4\u6570\u636e\u9690\u79c1\u548c\u5408\u89c4\u6027\u3002\u901a\u8fc7\u6301\u7eed\u66f4\u65b0\u548c\u6269\u5145\u77e5\u8bc6\u5e93\uff0cAI \u5e94\u7528\u7a0b\u5e8f\u80fd\u591f\u59cb\u7ec8\u8ddf\u4e0a\u6700\u65b0\u4fe1\u606f\u3002\u9009\u62e9 Amazon Bedrock \u77e5\u8bc6\u5e93\u540e\uff0c\u7ec4\u7ec7\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u521b\u9020\u589e\u503c\u7684 AI \u5e94\u7528\u7a0b\u5e8f\uff0c\u800c AWS \u5904\u7406\u77e5\u8bc6\u7ba1\u7406\u548c\u68c0\u7d22\u7684\u590d\u6742\u6027\uff0c\u4ece\u800c\u4ee5\u66f4\u5c11\u7684\u52aa\u529b\u66f4\u5feb\u5730\u90e8\u7f72\u66f4\u51c6\u786e\u3001\u66f4\u5f3a\u5927\u7684 AI \u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u524d\u7f6e\u6761\u4ef6<\/h2>\n<p>\u8981\u5b9e\u73b0\u8be5\u89e3\u51b3\u65b9\u6848\uff0c\u60a8\u9700\u8981\u5177\u5907\u4ee5\u4e0b\u6761\u4ef6\uff1a<\/p>\n<ul>\n<li>\u4e00\u4e2a&nbsp;\uff0c\u5177\u6709\u5728 Amazon Bedrock\u3001Amazon Lex\u3001Amazon Connect \u548c&nbsp;&nbsp;\u4e2d\u521b\u5efa\u8d44\u6e90\u7684\u6743\u9650\u3002<\/li>\n<li>\u6a21\u578b\u8bbf\u95ee\u6743\u9650\uff0c\u53ef\u5728&nbsp;&nbsp;\u4e0a\u542f\u7528&nbsp;&nbsp;\u6a21\u578b\u3002\u6309\u7167&nbsp;&nbsp;\u4e2d\u7684\u6b65\u9aa4\u64cd\u4f5c\u3002<\/li>\n<li>\u4e00\u4e2a&nbsp;&nbsp;\u5546\u4e1a\u8d26\u6237\uff0c\u7528\u4e8e\u4e0e Amazon Connect \u96c6\u6210\u3002<\/li>\n<li>\u4ea7\u54c1\u6587\u6863\u3001\u77e5\u8bc6\u6587\u7ae0\u6216\u5176\u4ed6\u76f8\u5173\u6570\u636e\uff0c\u683c\u5f0f\u9700\u517c\u5bb9\uff08\u5982 PDF \u6216\u6587\u672c\uff09\uff0c\u4ee5\u5bfc\u5165\u77e5\u8bc6\u5e93\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u89e3\u51b3\u65b9\u6848\u6982\u8ff0<\/h2>\n<p>\u6b64\u89e3\u51b3\u65b9\u6848\u4f7f\u7528\u591a\u4e2a\u5173\u952e\u7684 AWS AI \u670d\u52a1\u6765\u6784\u5efa\u548c\u90e8\u7f72 AI \u52a9\u624b\uff1a<\/p>\n<ul>\n<li><strong>Amazon Bedrock<\/strong>&nbsp;\u2013 Amazon Bedrock \u662f\u4e00\u4e2a\u5b8c\u5168\u6258\u7ba1\u7684\u670d\u52a1\uff0c\u901a\u8fc7\u5355\u4e00 API \u63d0\u4f9b\u6765\u81ea\u9886\u5148 AI \u516c\u53f8\uff08\u5982 AI21 Labs\u3001Anthropic\u3001Cohere\u3001Meta\u3001Mistral AI\u3001Stability AI \u548c Amazon\uff09\u7684\u9ad8\u6027\u80fd\u57fa\u7840\u6a21\u578b (FMs)\uff0c\u4ee5\u53ca\u6784\u5efa\u5177\u6709\u5b89\u5168\u6027\u3001\u9690\u79c1\u6027\u548c\u8d1f\u8d23\u4efb AI \u7684\u751f\u6210\u5f0f AI \u5e94\u7528\u6240\u9700\u7684\u5e7f\u6cdb\u529f\u80fd\u3002<\/li>\n<li><strong>Amazon Bedrock Knowledge Bases<\/strong>&nbsp;\u2013 \u4e3a AI \u52a9\u624b\u63d0\u4f9b\u6765\u81ea\u516c\u53f8\u79c1\u6709\u6570\u636e\u6e90\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002<\/li>\n<li>&nbsp;\u2013 \u4f5c\u4e3a\u77e2\u91cf\u5b58\u50a8\uff0c\u539f\u751f\u652f\u6301 Amazon Bedrock Knowledge Bases\u3002<\/li>\n<li><strong>Amazon Lex<\/strong>&nbsp;\u2013 \u7528\u4e8e\u6784\u5efa AI \u52a9\u624b\u7684\u5bf9\u8bdd\u754c\u9762\uff0c\u5305\u62ec\u5b9a\u4e49\u610f\u56fe\u548c\u69fd\u4f4d\u3002<\/li>\n<li><strong>Amazon Connect<\/strong>&nbsp;\u2013 \u96c6\u6210 WhatsApp\uff0c\u4f7f AI \u52a9\u624b\u80fd\u591f\u5728\u8fd9\u4e00\u6d41\u884c\u7684\u6d88\u606f\u5e94\u7528\u7a0b\u5e8f\u4e2d\u53ef\u7528\u3002<\/li>\n<li><strong>AWS Lambda<\/strong>&nbsp;\u2013 \u8fd0\u884c\u4ee3\u7801\u4ee5\u96c6\u6210\u670d\u52a1\u5e76\u5b9e\u73b0\u6784\u6210 AI \u52a9\u624b\u6838\u5fc3\u903b\u8f91\u7684 LangChain agent\u3002<\/li>\n<li><strong>Amazon API Gateway<\/strong>&nbsp;\u2013 \u63a5\u6536\u4ece WhatsApp \u89e6\u53d1\u7684\u5165\u7ad9\u8bf7\u6c42\uff0c\u5e76\u5c06\u8bf7\u6c42\u8def\u7531\u5230 AWS Lambda \u8fdb\u884c\u8fdb\u4e00\u6b65\u5904\u7406\u3002<\/li>\n<li><strong>Amazon DynamoDB<\/strong>&nbsp;\u2013 \u5b58\u50a8\u63a5\u6536\u548c\u751f\u6210\u7684\u6d88\u606f\u4ee5\u652f\u6301\u5bf9\u8bdd\u8bb0\u5fc6\u3002<\/li>\n<li><strong>Amazon SNS<\/strong>&nbsp;\u2013 \u5904\u7406\u6765\u81ea Amazon Connect \u7684\u51fa\u7ad9\u54cd\u5e94\u7684\u8def\u7531\u3002<\/li>\n<li>&nbsp;\u2013 \u63d0\u4f9b\u7528\u4e8e\u6784\u5efa LangChain agent \u7684\u5f3a\u5927\u62bd\u8c61\u5c42\uff0c\u5e2e\u52a9\u57fa\u7840\u6a21\u578b (FMs) \u6267\u884c\u4e0a\u4e0b\u6587\u611f\u77e5\u63a8\u7406\u3002<\/li>\n<li>&nbsp;\u2013 \u5c06 agent \u7684\u6267\u884c\u8bb0\u5f55\u4e0a\u4f20\u5230 LangSmith\uff0c\u4ee5\u589e\u5f3a\u53ef\u89c2\u6d4b\u6027\uff0c\u5305\u62ec\u8c03\u8bd5\u3001\u76d1\u63a7\u4ee5\u53ca\u6d4b\u8bd5\u4e0e\u8bc4\u4f30\u529f\u80fd\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u4ee5\u4e0b\u56fe\u793a\u5c55\u793a\u4e86\u67b6\u6784\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201601%20654'%3E%3C\/svg%3E\" title=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe\" alt=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2024\/12\/efe79c321127e9b.png\" title=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe1\" alt=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe1\" \/> <\/p>\n<p>&nbsp;<\/p>\n<h2>\u6d41\u7a0b\u63cf\u8ff0<\/h2>\n<p>\u56fe\u4e2d\u53f3\u4fa7\u7528\u7ea2\u8272\u6570\u5b57\u8868\u793a\u6570\u636e\u6444\u53d6\u8fc7\u7a0b\uff1a<\/p>\n<ol>\n<li>\u5c06\u6587\u4ef6\u4e0a\u4f20\u5230&nbsp;&nbsp;(Amazon S3) \u6570\u636e\u6e90\u3002<\/li>\n<li>\u65b0\u6587\u4ef6\u89e6\u53d1 Lambda \u51fd\u6570\u3002<\/li>\n<li>Lambda \u51fd\u6570\u8c03\u7528\u77e5\u8bc6\u5e93\u6570\u636e\u6e90\u7684\u540c\u6b65\u64cd\u4f5c\u3002<\/li>\n<li>Amazon Bedrock Knowledge Bases \u4ece Amazon S3 \u83b7\u53d6\u6570\u636e\uff0c\u5bf9\u5176\u8fdb\u884c\u5207\u5757\uff0c\u5e76\u901a\u8fc7\u9009\u5b9a\u7684\u57fa\u7840\u6a21\u578b (FM) \u751f\u6210\u5d4c\u5165\u5411\u91cf\u3002<\/li>\n<li>Amazon Bedrock Knowledge Bases \u5c06\u5d4c\u5165\u5411\u91cf\u5b58\u50a8\u5728 Amazon OpenSearch Service \u4e2d\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>\u56fe\u4e2d\u5de6\u4fa7\u7528\u6570\u5b57\u8868\u793a\u6d88\u606f\u4f20\u9012\u8fc7\u7a0b\uff1a<\/p>\n<ol>\n<li>\u7528\u6237\u901a\u8fc7 WhatsApp \u5411\u6258\u7ba1\u5728\u67d0\u5904\u7684 webhook \u53d1\u9001\u6d88\u606f\u53d1\u8d77\u901a\u4fe1\u3002<\/li>\n<li>Amazon API Gateway \u5c06\u5165\u7ad9\u6d88\u606f\u8def\u7531\u5230\u7531 AWS Lambda \u6267\u884c\u7684\u5165\u7ad9\u6d88\u606f\u5904\u7406\u5668\u3002<\/li>\n<li>\u5165\u7ad9\u6d88\u606f\u5904\u7406\u5668\u5728&nbsp;&nbsp;\u4e2d\u8bb0\u5f55\u7528\u6237\u7684\u8054\u7cfb\u4fe1\u606f\u3002<\/li>\n<li>\u5bf9\u4e8e\u9996\u6b21\u4f7f\u7528\u7684\u7528\u6237\uff0c\u5165\u7ad9\u6d88\u606f\u5904\u7406\u5668\u5728 Amazon Connect \u4e2d\u5efa\u7acb\u65b0\u4f1a\u8bdd\u5e76\u8bb0\u5f55\u5230 DynamoDB\u3002\u5bf9\u4e8e\u8fd4\u56de\u7528\u6237\uff0c\u5219\u6062\u590d\u5176\u73b0\u6709\u7684 Amazon Connect \u4f1a\u8bdd\u3002<\/li>\n<li>Amazon Connect \u5c06\u7528\u6237\u6d88\u606f\u8f6c\u53d1\u5230 Amazon Lex \u8fdb\u884c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3002<\/li>\n<li>Amazon Lex \u89e6\u53d1\u7531 Lambda \u51fd\u6570\u5b9e\u73b0\u7684 LangChain AI \u52a9\u624b\u3002<\/li>\n<li>LangChain AI \u52a9\u624b\u4ece DynamoDB \u68c0\u7d22\u5bf9\u8bdd\u5386\u53f2\u8bb0\u5f55\u3002<\/li>\n<li>\u4f7f\u7528 Amazon Bedrock Knowledge Bases\uff0cLangChain AI \u52a9\u624b\u83b7\u53d6\u76f8\u5173\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002<\/li>\n<li>LangChain AI \u52a9\u624b\u751f\u6210\u4e00\u4e2a\u63d0\u793a\uff0c\u7ed3\u5408\u4e0a\u4e0b\u6587\u6570\u636e\u548c\u7528\u6237\u67e5\u8be2\uff0c\u5e76\u5c06\u5176\u63d0\u4ea4\u7ed9\u8fd0\u884c\u5728 Amazon Bedrock \u4e0a\u7684\u57fa\u7840\u6a21\u578b\u3002<\/li>\n<li>Amazon Bedrock \u5904\u7406\u8f93\u5165\u5e76\u5c06\u6a21\u578b\u7684\u54cd\u5e94\u8fd4\u56de\u7ed9 LangChain AI \u52a9\u624b\u3002<\/li>\n<li>LangChain AI \u52a9\u624b\u5c06\u6a21\u578b\u7684\u54cd\u5e94\u4f20\u9012\u56de Amazon Lex\u3002<\/li>\n<li>Amazon Lex \u5c06\u6a21\u578b\u7684\u54cd\u5e94\u4f20\u8f93\u5230 Amazon Connect\u3002<\/li>\n<li>Amazon Connect \u5c06\u6a21\u578b\u7684\u54cd\u5e94\u53d1\u5e03\u5230&nbsp;&nbsp;(Amazon SNS)\u3002<\/li>\n<li>Amazon SNS \u89e6\u53d1\u51fa\u7ad9\u6d88\u606f\u5904\u7406\u5668 Lambda \u51fd\u6570\u3002<\/li>\n<li>\u51fa\u7ad9\u6d88\u606f\u5904\u7406\u5668\u4ece Amazon DynamoDB \u68c0\u7d22\u76f8\u5173\u7684\u804a\u5929\u8054\u7cfb\u4eba\u4fe1\u606f\u3002<\/li>\n<li>\u51fa\u7ad9\u6d88\u606f\u5904\u7406\u5668\u901a\u8fc7 Meta \u7684 WhatsApp API \u5c06\u54cd\u5e94\u53d1\u9001\u7ed9\u7528\u6237\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>\u90e8\u7f72\u6b64 AI \u52a9\u624b\u6d89\u53ca\u4e09\u4e2a\u4e3b\u8981\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li>\u4f7f\u7528 Amazon Bedrock Knowledge Bases \u521b\u5efa\u77e5\u8bc6\u5e93\uff0c\u5e76\u5bfc\u5165\u76f8\u5173\u7684\u4ea7\u54c1\u6587\u6863\u3001\u5e38\u89c1\u95ee\u9898\u89e3\u7b54\uff08FAQs\uff09\u3001\u77e5\u8bc6\u6587\u7ae0\u548c\u5176\u4ed6\u6709\u52a9\u4e8e AI \u52a9\u624b\u56de\u7b54\u7528\u6237\u95ee\u9898\u7684\u6709\u7528\u6570\u636e\u3002\u6570\u636e\u5e94\u6db5\u76d6 AI \u52a9\u624b\u652f\u6301\u7684\u5173\u952e\u7528\u4f8b\u548c\u4e3b\u9898\u3002<\/li>\n<li>\u521b\u5efa\u4e00\u4e2a&nbsp;&nbsp;\u6765\u9a71\u52a8 AI \u52a9\u624b\u7684\u903b\u8f91\u3002\u8be5\u4ee3\u7406\u5728 Lambda \u51fd\u6570\u4e2d\u5b9e\u73b0\uff0c\u5e76\u4f7f\u7528\u77e5\u8bc6\u5e93\u4f5c\u4e3a\u5176\u4e3b\u8981\u5de5\u5177\u8fdb\u884c\u4fe1\u606f\u67e5\u627e\u3002\u901a\u8fc7\u63d0\u4f9b\u7684&nbsp;&nbsp;\u81ea\u52a8\u90e8\u7f72\u4ee3\u7406\u548c\u5176\u4ed6\u8d44\u6e90\u3002\u8bf7\u53c2\u9605\u4e0b\u4e00\u90e8\u5206\u7684\u8d44\u6e90\u5217\u8868\u3002<\/li>\n<li>\u521b\u5efa&nbsp;&nbsp;\u5e76\u914d\u7f6e&nbsp;\u3002\u8fd9\u4f7f\u7528\u6237\u80fd\u591f\u901a\u8fc7 WhatsApp \u4e0e AI \u52a9\u624b\u804a\u5929\uff0c\u63d0\u4f9b\u4e00\u79cd\u719f\u6089\u7684\u754c\u9762\uff0c\u5e76\u652f\u6301\u4e30\u5bcc\u7684\u4ea4\u4e92\uff0c\u5982\u56fe\u50cf\u548c\u6309\u94ae\u3002WhatsApp \u7684\u666e\u53ca\u6027\u63d0\u9ad8\u4e86 AI \u52a9\u624b\u7684\u53ef\u8bbf\u95ee\u6027\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>\u89e3\u51b3\u65b9\u6848\u90e8\u7f72<\/h2>\n<p>\u6211\u4eec\u63d0\u4f9b\u4e86\u9884\u6784\u5efa\u7684&nbsp;&nbsp;\u6a21\u677f\uff0c\u53ef\u5728\u60a8\u7684 AWS \u8d26\u6237\u4e2d\u90e8\u7f72\u6240\u9700\u7684\u5168\u90e8\u5185\u5bb9\u3002<\/p>\n<ol>\n<li>\u5982\u679c\u5c1a\u672a\u767b\u5f55\uff0c\u8bf7\u767b\u5f55&nbsp;\u3002<\/li>\n<li>\u9009\u62e9\u4ee5\u4e0b&nbsp;<strong>Launch Stack<\/strong>&nbsp;\u6309\u94ae\u4ee5\u6253\u5f00&nbsp;&nbsp;\u5e76\u521b\u5efa\u4e00\u4e2a\u65b0\u6808\u3002<\/li>\n<li>\u8f93\u5165\u4ee5\u4e0b\u53c2\u6570\uff1a\n<ul>\n<li><code>StackName<\/code>\uff1a\u4e3a\u60a8\u7684\u6808\u547d\u540d\uff0c\u4f8b\u5982&nbsp;<code>WhatsAppAIStack<\/code><\/li>\n<li><code>LangchainAPIKey<\/code>\uff1a\u901a\u8fc7&nbsp;&nbsp;\u751f\u6210\u7684 API \u5bc6\u94a5<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<table>\n<thead>\n<tr>\n<th>\u533a\u57df<\/th>\n<th>\u90e8\u7f72\u6309\u94ae<\/th>\n<th>\u6a21\u677f URL\uff08\u7528\u4e8e\u5c06\u73b0\u6709\u6808\u5347\u7ea7\u5230\u65b0\u7248\u672c\uff09<\/th>\n<th>AWS CDK \u6808\uff08\u53ef\u6839\u636e\u9700\u8981\u81ea\u5b9a\u4e49\uff09<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5f17\u5409\u5c3c\u4e9a\u5317\u90e8\uff08us-east-1\uff09<\/td>\n<td><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20183%2035'%3E%3C\/svg%3E\" title=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe2\" alt=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe2\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2024\/12\/45a12b24a9d0489.png\" title=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe3\" alt=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe3\" \/> <\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ol>\n<li>\u52fe\u9009\u6846\u4ee5\u786e\u8ba4\u60a8\u6b63\u5728\u521b\u5efa&nbsp;&nbsp;(IAM) \u8d44\u6e90\uff0c\u7136\u540e\u9009\u62e9&nbsp;<strong>Create Stack<\/strong>\u3002<\/li>\n<li>\u7b49\u5f85\u6808\u521b\u5efa\u5b8c\u6210\uff0c\u5927\u7ea6\u9700\u8981 10 \u5206\u949f\u3002\u5b8c\u6210\u540e\u4f1a\u521b\u5efa\u4ee5\u4e0b\u5185\u5bb9\uff1a\n<ul>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li>\uff08\u7528\u4e8e\u6570\u636e\u5bfc\u5165\u548c\u63d0\u4f9b\u8005\uff09<\/li>\n<li>\u6570\u636e\u6e90\uff08\uff09<\/li>\n<li><\/li>\n<li>&nbsp;\u7528\u4e8e\u5b58\u50a8 LangChain API \u5bc6\u94a5<\/li>\n<li>&nbsp;\u548c\u6743\u9650<\/li>\n<\/ul>\n<\/li>\n<li>\u5c06\u6587\u4ef6\u4e0a\u4f20\u5230\u4e3a WhatsApp \u521b\u5efa\u7684\u6570\u636e\u6e90\uff08\uff09\u3002\u4e00\u65e6\u60a8\u4e0a\u4f20\u6587\u4ef6\uff0c\u6570\u636e\u6e90\u5c06\u81ea\u52a8\u540c\u6b65\u3002<\/li>\n<li>\u5728 Amazon Lex \u63a7\u5236\u53f0\u4e2d\u9009\u62e9\u6700\u8fd1\u521b\u5efa\u7684\u52a9\u624b\u8fdb\u884c\u6d4b\u8bd5\u3002\u9009\u62e9&nbsp;<strong>English<\/strong>\uff0c\u7136\u540e\u9009\u62e9&nbsp;<strong>Test<\/strong>&nbsp;\u5e76\u53d1\u9001\u4e00\u6761\u6d88\u606f\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>\u521b\u5efa Amazon Connect \u5b9e\u4f8b\u5e76\u96c6\u6210 WhatsApp<\/h3>\n<p>\u914d\u7f6e Amazon Connect \u4ee5\u4e0e\u60a8\u7684 WhatsApp \u4f01\u4e1a\u8d26\u6237\u96c6\u6210\uff0c\u5e76\u4e3a AI \u52a9\u624b\u542f\u7528 WhatsApp \u6e20\u9053\uff1a<\/p>\n<ol>\n<li>\u5728&nbsp;&nbsp;\u4e2d\u5bfc\u822a\u3002\u5982\u679c\u5c1a\u672a\u521b\u5efa\u5b9e\u4f8b\uff0c\u8bf7\u521b\u5efa\u4e00\u4e2a\u5b9e\u4f8b\u3002\u5728&nbsp;<strong>Distribution settings<\/strong>&nbsp;\u4e0b\u590d\u5236\u60a8\u7684&nbsp;<strong>Instance ARN<\/strong>\u3002\u7a0d\u540e\u5c06\u9700\u8981\u6b64\u4fe1\u606f\u6765\u94fe\u63a5\u60a8\u7684 WhatsApp \u4f01\u4e1a\u8d26\u6237\u3002<\/li>\n<li>\u9009\u62e9\u60a8\u7684\u5b9e\u4f8b\uff0c\u7136\u540e\u5728\u5bfc\u822a\u9762\u677f\u4e2d\u9009\u62e9&nbsp;<strong>Flows<\/strong>\u3002\u5411\u4e0b\u6eda\u52a8\u5e76\u9009\u62e9&nbsp;<strong>Amazon Lex<\/strong>\u3002\u9009\u62e9\u60a8\u7684\u673a\u5668\u4eba\u5e76\u9009\u62e9&nbsp;<strong>Add Amazon Lex Bot<\/strong>\u3002<\/li>\n<li>\u5728\u5bfc\u822a\u9762\u677f\u4e2d\u9009\u62e9&nbsp;<strong>Overview<\/strong>\u3002\u5728&nbsp;<strong>Access Information<\/strong>&nbsp;\u4e0b\u9009\u62e9&nbsp;<strong>Log in for emergency access<\/strong>\u3002<\/li>\n<li>\u5728 Amazon Connect \u63a7\u5236\u53f0\u4e2d\uff0c\u5728\u5bfc\u822a\u9762\u677f\u7684&nbsp;<strong>Routing<\/strong>&nbsp;\u4e0b\u9009\u62e9&nbsp;<strong>Flows<\/strong>\u3002\u9009\u62e9&nbsp;<strong>Create flow<\/strong>\u3002\u5c06\u4e00\u4e2a&nbsp;<strong>Get customer input<\/strong>&nbsp;\u5757\u62d6\u5230\u6d41\u7a0b\u4e2d\u3002\u9009\u62e9\u8be5\u5757\u3002\u9009\u62e9&nbsp;<strong>Text-to-speech or chat text<\/strong>&nbsp;\u5e76\u6dfb\u52a0\u4e00\u4e2a\u4ecb\u7ecd\u6d88\u606f\uff0c\u4f8b\u5982\u201cHello, how can I help you today?\u201d \u5411\u4e0b\u6eda\u52a8\u5e76\u9009\u62e9&nbsp;<strong>Amazon Lex<\/strong>\uff0c\u7136\u540e\u9009\u62e9\u60a8\u5728\u7b2c 2 \u6b65\u4e2d\u521b\u5efa\u7684 Amazon Lex \u673a\u5668\u4eba\u3002<\/li>\n<li>\u4fdd\u5b58\u5757\u540e\uff0c\u6dfb\u52a0\u53e6\u4e00\u4e2a\u540d\u4e3a\u201cDisconnect\u201d\u7684\u5757\u3002\u5c06&nbsp;<strong>Entry<\/strong>&nbsp;\u7bad\u5934\u8fde\u63a5\u5230&nbsp;<strong>Get customer input<\/strong>\uff0c\u5e76\u5c06&nbsp;<strong>Get customer input<\/strong>&nbsp;\u7bad\u5934\u8fde\u63a5\u5230&nbsp;<strong>Disconnect<\/strong>\u3002\u9009\u62e9&nbsp;<strong>Publish<\/strong>\u3002<\/li>\n<li>\u53d1\u5e03\u540e\uff0c\u5728\u5bfc\u822a\u9762\u677f\u5e95\u90e8\u9009\u62e9&nbsp;<strong>Show additional flow information<\/strong>\u3002\u590d\u5236\u6d41\u7a0b\u7684 Amazon \u8d44\u6e90\u540d\u79f0\uff08ARN\uff09\uff0c\u7a0d\u540e\u5c06\u9700\u8981\u6b64\u4fe1\u606f\u6765\u90e8\u7f72 WhatsApp \u96c6\u6210\u3002\u4ee5\u4e0b\u622a\u56fe\u663e\u793a\u4e86 Amazon Connect \u63a7\u5236\u53f0\u7684\u6d41\u7a0b\u3002<\/li>\n<\/ol>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201430%20754'%3E%3C\/svg%3E\" title=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe4\" alt=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe4\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2024\/12\/675d9ec1f9fb665.png\" title=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe5\" alt=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe5\" \/> <\/p>\n<ol>\n<li>\u6839\u636e&nbsp;&nbsp;\u4e2d\u7684\u8be6\u7ec6\u4fe1\u606f\u90e8\u7f72 WhatsApp \u96c6\u6210\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>\u6d4b\u8bd5\u89e3\u51b3\u65b9\u6848<\/h2>\n<p>\u901a\u8fc7 WhatsApp \u4e0e AI \u52a9\u624b\u4e92\u52a8\uff0c\u5177\u4f53\u64cd\u4f5c\u8bf7\u53c2\u89c1\u4ee5\u4e0b\u6f14\u793a\uff1a<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20405%20719'%3E%3C\/svg%3E\" title=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe6\" alt=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe6\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2024\/12\/461ec49fe32edaa.jpg\" title=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe7\" alt=\"\u4f7f\u7528 Amazon Bedrock\u3001Amazon Connect\u3001Amazon Lex\u3001LangChain \u548c WhatsApp \u521b\u5efa\u4e0b\u4e00\u4ee3\u804a\u5929\u52a9\u624b\u63d2\u56fe7\" \/> <\/p>\n<p>&nbsp;<\/p>\n<h2>\u6e05\u7406<\/h2>\n<p>\u4e3a\u907f\u514d\u6301\u7eed\u4ea7\u751f\u8d39\u7528\uff0c\u5728\u5b8c\u6210\u4f7f\u7528\u540e\u8bf7\u5220\u9664\u8d44\u6e90\uff1a<\/p>\n<ol>\n<li>\u5220\u9664 CloudFormation \u5806\u6808\u3002<\/li>\n<li>\u5220\u9664 Amazon Connect \u5b9e\u4f8b\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>\u603b\u7ed3<\/h2>\n<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u5982\u4f55\u901a\u8fc7\u96c6\u6210&nbsp;\u3001&nbsp;\u548c&nbsp;&nbsp;\u521b\u5efa\u4e00\u4e2a\u667a\u80fd\u5bf9\u8bdd\u5f0f AI \u52a9\u624b\uff0c\u5e76\u5c06\u5176\u90e8\u7f72\u5230&nbsp;\u3002<\/p>\n<p>\u8be5\u89e3\u51b3\u65b9\u6848\u5c06\u76f8\u5173\u6570\u636e\u5bfc\u5165&nbsp;&nbsp;\u77e5\u8bc6\u5e93\uff0c\u4f7f\u7528&nbsp;&nbsp;\u5b9e\u73b0\uff0c\u901a\u8fc7\u77e5\u8bc6\u5e93\u56de\u7b54\u95ee\u9898\uff0c\u5e76\u901a\u8fc7&nbsp;&nbsp;\u4e3a\u7528\u6237\u63d0\u4f9b\u8bbf\u95ee\u63a5\u53e3\u3002\u6b64\u89e3\u51b3\u65b9\u6848\u53ef\u63d0\u4f9b\u4e00\u4e2a\u53ef\u8bbf\u95ee\u7684\u667a\u80fd AI 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