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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"from langchain.llms import OpenAI\n",
"from langchain.chains import LLMRequestsChain, LLMChain"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"from langchain.prompts import PromptTemplate\n",
"\n",
"template = \"\"\"Between >>> and <<< are the raw search result text from google.\n",
"Extract the answer to the question '{query}' or say \"not found\" if the information is not contained.\n",
"Use the format\n",
"Extracted:<answer or \"not found\">\n",
">>> {requests_result} <<<\n",
"Extracted:\"\"\"\n",
"\n",
"PROMPT = PromptTemplate(\n",
" input_variables=[\"query\", \"requests_result\"],\n",
" template=template,\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"chain = LLMRequestsChain(llm_chain = LLMChain(llm=OpenAI(temperature=0), prompt=PROMPT))"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"question = \"今天是日期是？\"\n",
"inputs = {\n",
" \"query\": question,\n",
" \"url\": \"https://www.google.com/search?q=\" + question.replace(\" \", \"+\")\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'query': '今天是日期是？',\n",
" 'url': 'https://www.google.com/search?q=今天是日期是？',\n",
" 'output': '2023年5月6日星期六'}"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"chain(inputs)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'query': '执行decode后，找出所有中文',\n",
" 'url': 'https://i.zuoyebang.cc/odsv2/#/admin/weekly-stats',\n",
" 'output': ' not found'}"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"question = \"执行decode后，找出所有中文\"\n",
"inputs = {\n",
" \"query\": question,\n",
" \"url\": \"https://i.zuoyebang.cc/odsv2/#/admin/weekly-stats\"\n",
"}\n",
"chain(inputs)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'<!DOCTYPE html><html lang=\"zh\"><head><meta charset=\"UTF-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\"><meta name=\"theme-color\" content=\"#028bff\" media=\"(prefers-color-scheme: light)\"><link rel=\"icon\" href=\"//www.zuoyebang.cc/favicon.ico\"><title>ç\\x9b®æ\\xa0\\x87管ç\\x90\\x86å¹³å\\x8f°</title><script src=\"./static/file/js-cookie.js\"></script><script>// (function() {\\n // var Cookies = window.Cookies;\\n // if (Cookies) {\\n // if (Cookies.get(\\'odsv2\\') === \\'0\\' && window.location.href.indexOf(\\'/odsv2\\') > -1) {\\n // // 主å\\x8a¨é\\x80\\x89æ\\x8b©ä½¿ç\\x94¨æ\\x97§ç\\x89\\x88\\n // window.location.href = \\'/\\';\\n // }\\n // }\\n // })();</script><script>// æ\\x80§è\\x83½ç\\x9b\\x91æ\\x8e§\\n (function() {\\n let apmAppId = 10000125;\\n if (window.location.host.indexOf(\\'zuoyebang.cc\\') > -1) {\\n // 线ä¸\\x8a\\n apmAppId = 10000122;\\n }\\n window.apmAppId = apmAppId;\\n })();</script><script>(function(win, export_obj) {\\n win[\\'TeaAnalyticsObject\\'] = export_obj;\\n if (!win[export_obj]) {\\n function _collect() {\\n _collect.q.push(arguments);\\n }\\n _collect.q = _collect.q || [];\\n win[export_obj] = _collect;\\n }\\n win[export_obj].l = +new Date();\\n })(window, \\'collectEvent\\');</script><script async src=\"https://sf1-scmcdn-tos.pstatp.com/goofy/log-sdk/collect/collect-autotrack-rangers-v4.1.49.js\"></script><script>if (!window.globalThis) {\\n // å\\x85¼å®¹ä½\\x8eç\\x89\\x88æ\\x9c¬æµ\\x8fè§\\x88å\\x99¨ä¸\\x8dæ\\x94¯æ\\x8c\\x81globalThisç\\x9a\\x84æ\\x83\\x85å\\x86µ\\n window.globalThis = window;\\n }</script><script>(function() {\\n // dataFinder\\n window.collectEvent(\\'init\\', {\\n app_id: window.apmAppId,\\n channel_domain: \\'https://apm.zuoyebang.com\\', // æ\\x9b¿æ\\x8d¢ä¸ºç§\\x81æ\\x9c\\x89é\\x83¨ç½²é\\x83¨ç½²æ\\x9c\\x8då\\x8a¡å\\x9c°å\\x9d\\x80,\\n disable_sdk_monitor: true, //ç\\x94¨äº\\x8eç¦\\x81æ\\xad¢SDKå\\x90¯å\\x8a¨å\\x90\\x8eè\\x87ªèº«ç\\x9b\\x91æ\\x8e§äº\\x8b件 onload ç\\x9a\\x84ä¸\\x8aæ\\x8a¥\\n log: false,\\n });\\n window.collectEvent(\\'start\\');\\n\\n // apmInsight\\n // window.RangersSiteSDK(\"config\", {\\n // app_id: window.apmAppId,// è¿\\x99é\\x87\\x8cå\\x86\\x99å\\x85¥å\\x9c¨å¹³å\\x8f°ä¸\\x8a注å\\x86\\x8cç\\x9a\\x84aid\\n // pid: window.location.href,\\n // // user_unique_id: \\'\\',\\n // serverDomain: \\'https://apm.zuoyebang.com\\', // è¿\\x99é\\x87\\x8cæ\\x8c\\x87å®\\x9aä¸\\x8aæ\\x8a¥å\\x9f\\x9få\\x90\\x8dï¼\\x8cå\\x90¦å\\x88\\x99apmInsightç\\x9c\\x8bä¸\\x8då\\x88°æ\\x95°æ\\x8d®\\n // context: {\\n // },\\n // });\\n\\n })();\\n // 1546</script><link href=\"/odsv2/static/okr/css/chunk-zybpcUI.87bd49cd.css\" rel=\"stylesheet\"><link href=\"/odsv2/static/okr/css/chunk-libs.cf218c77.css\" rel=\"stylesheet\"><link href=\"/odsv2/static/okr/css/okr-app.e9bf765d.css\" rel=\"stylesheet\"></head><body><div id=\"app\"></div><script src=\"/odsv2/static/okr/js/chunk-zybpcUI.104a0d08.js\"></script><script src=\"/odsv2/static/okr/js/chunk-libs.455ada3e.js\"></script><script src=\"/odsv2/static/okr/js/okr-app.5924badf.js\"></script></body><script>window._codeVersion=\\'1546\\';</script></html>'"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from langchain.utilities import TextRequestsWrapper\n",
"requests = TextRequestsWrapper()\n",
"requests.get(\"https://i.zuoyebang.cc/odsv2/#/admin/weekly-stats\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "base",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.10"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}
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