From e0c179729497dfd93c8afbebeb42febb4213b79b Mon Sep 17 00:00:00 2001 From: Youssef Khalil Youssef Date: Tue, 25 Mar 2025 15:44:35 +0400 Subject: [PATCH] Added my contribution to community-contributions in week 2 --- .../brochure_links_tone.ipynb | 567 ++++++++++++++++++ 1 file changed, 567 insertions(+) create mode 100644 week2/community-contributions/brochure_links_tone.ipynb diff --git a/week2/community-contributions/brochure_links_tone.ipynb b/week2/community-contributions/brochure_links_tone.ipynb new file mode 100644 index 0000000..12cb9a2 --- /dev/null +++ b/week2/community-contributions/brochure_links_tone.ipynb @@ -0,0 +1,567 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "c79dc33e-1a3b-4601-a8f2-219b7a9b6d88", + "metadata": {}, + "source": [ + "# Company Brochure - Relevant Links and Custom Tone\n", + "\n", + "Using GPT to generate a company brochure with the relevant links functionality and the ability to choose the desired tone." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "e32f4aa7-6fc4-4dc9-8058-58e6a7f329c5", + "metadata": {}, + "outputs": [], + "source": [ + "# Imports\n", + "\n", + "import os\n", + "import requests\n", + "import json\n", + "from typing import List\n", + "from dotenv import load_dotenv\n", + "from bs4 import BeautifulSoup\n", + "from IPython.display import Markdown, display, update_display\n", + "from openai import OpenAI\n", + "import gradio as gr" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d1d65a21-bbba-44ff-a2be-85bf2055a493", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "OpenAI API Key set and good to go.\n" + ] + } + ], + "source": [ + "# Load environment variables in a file called .env\n", + "\n", + "load_dotenv(override=True)\n", + "openai_api_key = os.getenv('OPENAI_API_KEY')\n", + "anthropic_api_key = os.getenv('ANTHROPIC_API_KEY')\n", + "google_api_key = os.getenv('GOOGLE_API_KEY')\n", + "\n", + "if openai_api_key:\n", + " print(\"OpenAI API Key set and good to go.\")\n", + "else:\n", + " print(\"OpenAI API Key not set. :(\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c5db63fe-5da8-496e-9b37-139598d600a7", + "metadata": {}, + "outputs": [], + "source": [ + "# Setting up the OpenAI object\n", + "\n", + "openai = OpenAI()\n", + "gpt_model = 'gpt-4o-mini'" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "535da52f-b280-48ce-aa8b-f82f9f9805d9", + "metadata": {}, + "outputs": [], + "source": [ + "# A class to represent a Webpage\n", + "\n", + "# Some websites need you to use proper headers when fetching them:\n", + "headers = {\n", + " \"User-Agent\": \"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/117.0.0.0 Safari/537.36\"\n", + "}\n", + "\n", + "class Website:\n", + " \"\"\"\n", + " A utility class to represent a Website that we have scraped, now with links\n", + " \"\"\"\n", + "\n", + " def __init__(self, url):\n", + " self.url = url\n", + " response = requests.get(url, headers=headers)\n", + " self.body = response.content\n", + " soup = BeautifulSoup(self.body, 'html.parser')\n", + " self.title = soup.title.string if soup.title else \"No title found\"\n", + " if soup.body:\n", + " for irrelevant in soup.body([\"script\", \"style\", \"img\", \"input\"]):\n", + " irrelevant.decompose()\n", + " self.text = soup.body.get_text(separator=\"\\n\", strip=True)\n", + " else:\n", + " self.text = \"\"\n", + " links = [link.get('href') for link in soup.find_all('a')]\n", + " self.links = [link for link in links if link]\n", + "\n", + " def get_contents(self):\n", + " return f\"Webpage Title:\\n{self.title}\\nWebpage Contents:\\n{self.text}\\n\\n\"" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "8d5757c4-95f4-4038-8ed4-8c81da5112b0", + "metadata": {}, + "outputs": [], + "source": [ + "link_system_prompt = \"You are provided with a list of links found on a webpage. \\\n", + "You are able to decide which of the links would be most relevant to include in a brochure about the company, \\\n", + "such as links to an About page, or a Company page, or Careers/Jobs pages.\\n\"\n", + "link_system_prompt += \"You should respond in JSON as in this example:\"\n", + "link_system_prompt += \"\"\"\n", + "{\n", + " \"links\": [\n", + " {\"type\": \"about page\", \"url\": \"https://full.url/goes/here/about\"},\n", + " {\"type\": \"careers page\": \"url\": \"https://another.full.url/careers\"}\n", + " ]\n", + "}\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "d5fd31ac-7c81-454a-a1dc-4c58bd3db246", + "metadata": {}, + "outputs": [], + "source": [ + "def get_links_user_prompt(website):\n", + " user_prompt = f\"Here is the list of links on the website of {website.url} - \"\n", + " user_prompt += \"please decide which of these are relevant web links for a brochure about the company, respond with the full https URL in JSON format. \\\n", + "Do not include Terms of Service, Privacy, email links.\\n\"\n", + " user_prompt += \"Links (some might be relative links):\\n\"\n", + " user_prompt += \"\\n\".join(website.links)\n", + " return user_prompt" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e8b67492-1ba4-4aad-a588-39116128fa18", + "metadata": {}, + "outputs": [], + "source": [ + "def gpt_get_links(url):\n", + " website = Website(url)\n", + " response = openai.chat.completions.create(\n", + " model= gpt_model,\n", + " messages=[\n", + " {\"role\": \"system\", \"content\": link_system_prompt},\n", + " {\"role\": \"user\", \"content\": get_links_user_prompt(website)}\n", + " ],\n", + " response_format={\"type\": \"json_object\"}\n", + " )\n", + " result = response.choices[0].message.content\n", + " return json.loads(result)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "e8846e7a-ace2-487e-a0a8-fccb389f2eb9", + "metadata": {}, + "outputs": [], + "source": [ + "# This function provides uses the get_contents method in the Website Class as well as GPT to find relevant links.\n", + "\n", + "def get_all_details(url):\n", + " result = \"Landing page:\\n\"\n", + " result += Website(url).get_contents()\n", + " links = gpt_get_links(url)\n", + " print(\"Found links:\", links)\n", + " for link in links[\"links\"]:\n", + " result += f\"\\n\\n{link['type']}\\n\"\n", + " result += Website(link[\"url\"]).get_contents()\n", + " return result" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "18b42319-8342-4b9c-bef6-8b72acf92ab3", + "metadata": {}, + "outputs": [], + "source": [ + "def get_brochure_user_prompt(company_name, url):\n", + " user_prompt = f\"You are looking at a company called: {company_name}\\n\"\n", + " user_prompt += f\"Here are the contents of its landing page and other relevant pages; \\\n", + " use this information to build a short brochure of the company in markdown.\\n\"\n", + " \n", + " user_prompt += get_all_details(url)\n", + " user_prompt = user_prompt[:5_000] # Truncate if more than 5,000 characters\n", + " return user_prompt" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d7748293-a616-41de-93cb-89f65cc5c73d", + "metadata": {}, + "outputs": [], + "source": [ + "# Let's create a call that streams back results\n", + "# If you'd like a refresher on Generators (the \"yield\" keyword),\n", + "# Please take a look at the Intermediate Python notebook in week1 folder.\n", + "\n", + "def stream_brochure(company_name, url, tone):\n", + "\n", + " system_message = f\"You are an assistant that analyzes the content of several relevant pages from a company website \\\n", + " and creates a short brochure about the company for prospective customers, investors, and recruits. \\\n", + " Include details of company culture, customers and careers/jobs if you have the information. \\\n", + " Respond in markdown, and use a {tone.lower()} tone throughout the brochure.\"\n", + "\n", + " \n", + " messages = [\n", + " {\"role\": \"system\", \"content\": system_message},\n", + " {\"role\": \"user\", \"content\": get_brochure_user_prompt(company_name, url)}\n", + " ]\n", + " stream = openai.chat.completions.create(\n", + " model=gpt_model,\n", + " messages=messages,\n", + " stream=True\n", + " )\n", + " result = \"\"\n", + " for chunk in stream:\n", + " result += chunk.choices[0].delta.content or \"\"\n", + " yield result" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "15222832-06e0-4452-a8e1-59b9b1755488", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7860\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found links: {'links': [{'type': 'about page', 'url': 'https://www.snowflake.com/about/events/'}, {'type': 'company page', 'url': 'https://www.snowflake.com/en/company/overview/about-snowflake/'}, {'type': 'company leadership page', 'url': 'https://www.snowflake.com/en/company/overview/leadership-and-board/'}, {'type': 'careers page', 'url': 'https://careers.snowflake.com/us/en'}, {'type': 'company ESG page', 'url': 'https://www.snowflake.com/en/company/overview/esg/'}, {'type': 'company ventures page', 'url': 'https://www.snowflake.com/en/company/overview/snowflake-ventures/'}, {'type': 'end data disparity page', 'url': 'https://www.snowflake.com/en/company/overview/end-data-disparity/'}]}\n", + "Found links: {'links': [{'type': 'about page', 'url': 'https://www.snowflake.com/about/events/'}, {'type': 'about page', 'url': 'https://www.snowflake.com/company/overview/about-snowflake/'}, {'type': 'leadership page', 'url': 'https://www.snowflake.com/company/overview/leadership-and-board/'}, {'type': 'careers page', 'url': 'https://careers.snowflake.com/us/en'}, {'type': 'investor relations', 'url': 'https://investors.snowflake.com/overview/default.aspx'}, {'type': 'ESG page', 'url': 'https://www.snowflake.com/company/overview/esg/'}, {'type': 'snowflake ventures', 'url': 'https://www.snowflake.com/company/overview/snowflake-ventures/'}, {'type': 'end data disparity', 'url': 'https://www.snowflake.com/company/overview/end-data-disparity/'}]}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Traceback (most recent call last):\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 464, in _make_request\n", + " self._validate_conn(conn)\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 1093, in _validate_conn\n", + " conn.connect()\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connection.py\", line 741, in connect\n", + " sock_and_verified = _ssl_wrap_socket_and_match_hostname(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connection.py\", line 920, in _ssl_wrap_socket_and_match_hostname\n", + " ssl_sock = ssl_wrap_socket(\n", + " ^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/util/ssl_.py\", line 460, in ssl_wrap_socket\n", + " ssl_sock = _ssl_wrap_socket_impl(sock, context, tls_in_tls, server_hostname)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/util/ssl_.py\", line 504, in _ssl_wrap_socket_impl\n", + " return ssl_context.wrap_socket(sock, server_hostname=server_hostname)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/ssl.py\", line 517, in wrap_socket\n", + " return self.sslsocket_class._create(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/ssl.py\", line 1104, in _create\n", + " self.do_handshake()\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/ssl.py\", line 1382, in do_handshake\n", + " self._sslobj.do_handshake()\n", + "ssl.SSLCertVerificationError: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1006)\n", + "\n", + "During handling of the above exception, another exception occurred:\n", + "\n", + "Traceback (most recent call last):\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 787, in urlopen\n", + " response = self._make_request(\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 488, in _make_request\n", + " raise new_e\n", + "urllib3.exceptions.SSLError: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1006)\n", + "\n", + "The above exception was the direct cause of the following exception:\n", + "\n", + "Traceback (most recent call last):\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/adapters.py\", line 667, in send\n", + " resp = conn.urlopen(\n", + " ^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 841, in urlopen\n", + " retries = retries.increment(\n", + " ^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/util/retry.py\", line 519, in increment\n", + " raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type]\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='petrofac.com', port=443): Max retries exceeded with url: / (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1006)')))\n", + "\n", + "During handling of the above exception, another exception occurred:\n", + "\n", + "Traceback (most recent call last):\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/queueing.py\", line 625, in process_events\n", + " response = await route_utils.call_process_api(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/route_utils.py\", line 322, in call_process_api\n", + " output = await app.get_blocks().process_api(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/blocks.py\", line 2103, in process_api\n", + " result = await self.call_function(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/blocks.py\", line 1662, in call_function\n", + " prediction = await utils.async_iteration(iterator)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/utils.py\", line 735, in async_iteration\n", + " return await anext(iterator)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/utils.py\", line 729, in __anext__\n", + " return await anyio.to_thread.run_sync(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/anyio/to_thread.py\", line 56, in run_sync\n", + " return await get_async_backend().run_sync_in_worker_thread(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/anyio/_backends/_asyncio.py\", line 2461, in run_sync_in_worker_thread\n", + " return await future\n", + " ^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/anyio/_backends/_asyncio.py\", line 962, in run\n", + " result = context.run(func, *args)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/utils.py\", line 712, in run_sync_iterator_async\n", + " return next(iterator)\n", + " ^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/utils.py\", line 873, in gen_wrapper\n", + " response = next(iterator)\n", + " ^^^^^^^^^^^^^^\n", + " File \"/var/folders/yc/m81x80gn66j4fbm15pk5gmfr0000gn/T/ipykernel_39727/601932735.py\", line 15, in stream_brochure\n", + " {\"role\": \"user\", \"content\": get_brochure_user_prompt(company_name, url)}\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/var/folders/yc/m81x80gn66j4fbm15pk5gmfr0000gn/T/ipykernel_39727/3764629295.py\", line 6, in get_brochure_user_prompt\n", + " user_prompt += get_all_details(url)\n", + " ^^^^^^^^^^^^^^^^^^^^\n", + " File \"/var/folders/yc/m81x80gn66j4fbm15pk5gmfr0000gn/T/ipykernel_39727/2913862724.py\", line 5, in get_all_details\n", + " result += Website(url).get_contents()\n", + " ^^^^^^^^^^^^\n", + " File \"/var/folders/yc/m81x80gn66j4fbm15pk5gmfr0000gn/T/ipykernel_39727/1579423502.py\", line 15, in __init__\n", + " response = requests.get(url, headers=headers)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/api.py\", line 73, in get\n", + " return request(\"get\", url, params=params, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/api.py\", line 59, in request\n", + " return session.request(method=method, url=url, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/sessions.py\", line 589, in request\n", + " resp = self.send(prep, **send_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/sessions.py\", line 703, in send\n", + " r = adapter.send(request, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/adapters.py\", line 698, in send\n", + " raise SSLError(e, request=request)\n", + "requests.exceptions.SSLError: HTTPSConnectionPool(host='petrofac.com', port=443): Max retries exceeded with url: / (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1006)')))\n", + "Traceback (most recent call last):\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 464, in _make_request\n", + " self._validate_conn(conn)\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 1093, in _validate_conn\n", + " conn.connect()\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connection.py\", line 741, in connect\n", + " sock_and_verified = _ssl_wrap_socket_and_match_hostname(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connection.py\", line 920, in _ssl_wrap_socket_and_match_hostname\n", + " ssl_sock = ssl_wrap_socket(\n", + " ^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/util/ssl_.py\", line 460, in ssl_wrap_socket\n", + " ssl_sock = _ssl_wrap_socket_impl(sock, context, tls_in_tls, server_hostname)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/util/ssl_.py\", line 504, in _ssl_wrap_socket_impl\n", + " return ssl_context.wrap_socket(sock, server_hostname=server_hostname)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/ssl.py\", line 517, in wrap_socket\n", + " return self.sslsocket_class._create(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/ssl.py\", line 1104, in _create\n", + " self.do_handshake()\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/ssl.py\", line 1382, in do_handshake\n", + " self._sslobj.do_handshake()\n", + "ssl.SSLCertVerificationError: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1006)\n", + "\n", + "During handling of the above exception, another exception occurred:\n", + "\n", + "Traceback (most recent call last):\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 787, in urlopen\n", + " response = self._make_request(\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 488, in _make_request\n", + " raise new_e\n", + "urllib3.exceptions.SSLError: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1006)\n", + "\n", + "The above exception was the direct cause of the following exception:\n", + "\n", + "Traceback (most recent call last):\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/adapters.py\", line 667, in send\n", + " resp = conn.urlopen(\n", + " ^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 841, in urlopen\n", + " retries = retries.increment(\n", + " ^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/urllib3/util/retry.py\", line 519, in increment\n", + " raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type]\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='petrofac.com', port=443): Max retries exceeded with url: / (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1006)')))\n", + "\n", + "During handling of the above exception, another exception occurred:\n", + "\n", + "Traceback (most recent call last):\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/queueing.py\", line 625, in process_events\n", + " response = await route_utils.call_process_api(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/route_utils.py\", line 322, in call_process_api\n", + " output = await app.get_blocks().process_api(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/blocks.py\", line 2103, in process_api\n", + " result = await self.call_function(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/blocks.py\", line 1662, in call_function\n", + " prediction = await utils.async_iteration(iterator)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/utils.py\", line 735, in async_iteration\n", + " return await anext(iterator)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/utils.py\", line 729, in __anext__\n", + " return await anyio.to_thread.run_sync(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/anyio/to_thread.py\", line 56, in run_sync\n", + " return await get_async_backend().run_sync_in_worker_thread(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/anyio/_backends/_asyncio.py\", line 2461, in run_sync_in_worker_thread\n", + " return await future\n", + " ^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/anyio/_backends/_asyncio.py\", line 962, in run\n", + " result = context.run(func, *args)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/utils.py\", line 712, in run_sync_iterator_async\n", + " return next(iterator)\n", + " ^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/gradio/utils.py\", line 873, in gen_wrapper\n", + " response = next(iterator)\n", + " ^^^^^^^^^^^^^^\n", + " File \"/var/folders/yc/m81x80gn66j4fbm15pk5gmfr0000gn/T/ipykernel_39727/601932735.py\", line 15, in stream_brochure\n", + " {\"role\": \"user\", \"content\": get_brochure_user_prompt(company_name, url)}\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/var/folders/yc/m81x80gn66j4fbm15pk5gmfr0000gn/T/ipykernel_39727/3764629295.py\", line 6, in get_brochure_user_prompt\n", + " user_prompt += get_all_details(url)\n", + " ^^^^^^^^^^^^^^^^^^^^\n", + " File \"/var/folders/yc/m81x80gn66j4fbm15pk5gmfr0000gn/T/ipykernel_39727/2913862724.py\", line 5, in get_all_details\n", + " result += Website(url).get_contents()\n", + " ^^^^^^^^^^^^\n", + " File \"/var/folders/yc/m81x80gn66j4fbm15pk5gmfr0000gn/T/ipykernel_39727/1579423502.py\", line 15, in __init__\n", + " response = requests.get(url, headers=headers)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/api.py\", line 73, in get\n", + " return request(\"get\", url, params=params, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/api.py\", line 59, in request\n", + " return session.request(method=method, url=url, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/sessions.py\", line 589, in request\n", + " resp = self.send(prep, **send_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/sessions.py\", line 703, in send\n", + " r = adapter.send(request, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/anaconda3/envs/llms/lib/python3.11/site-packages/requests/adapters.py\", line 698, in send\n", + " raise SSLError(e, request=request)\n", + "requests.exceptions.SSLError: HTTPSConnectionPool(host='petrofac.com', port=443): Max retries exceeded with url: / (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1006)')))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found links: {'links': [{'type': 'about page', 'url': 'https://www.petrofac.com/who-we-are/'}, {'type': 'what we do page', 'url': 'https://www.petrofac.com/who-we-are/what-we-do/'}, {'type': 'careers page', 'url': 'https://www.petrofac.com/careers/'}, {'type': 'our structure page', 'url': 'https://www.petrofac.com/who-we-are/our-structure/'}, {'type': 'energy transition page', 'url': 'https://www.petrofac.com/who-we-are/energy-transition/'}, {'type': 'sustainability and ESG page', 'url': 'https://www.petrofac.com/who-we-are/sustainability-and-esg/'}, {'type': 'investor relations page', 'url': 'https://www.petrofac.com/investors/'}, {'type': 'services page', 'url': 'https://www.petrofac.com/services/'}, {'type': 'where we operate page', 'url': 'https://www.petrofac.com/where-we-operate/'}]}\n" + ] + } + ], + "source": [ + "view = gr.Interface(\n", + " fn=stream_brochure,\n", + " inputs=[\n", + " gr.Textbox(label=\"Company name:\"),\n", + " gr.Textbox(label=\"Landing page URL including http:// or https://\"),\n", + " gr.Textbox(label=\"Tone:\")],\n", + " outputs=[gr.Markdown(label=\"Brochure:\")],\n", + " flagging_mode=\"never\"\n", + ")\n", + "view.launch(inbrowser=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "70d6398c-21dd-44f8-ba7d-0204414dffa0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}