{ "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 }