From 2f3b288cf705bc14586ba114a278e6f8f265443d Mon Sep 17 00:00:00 2001 From: sharathir Date: Sat, 3 May 2025 16:14:53 +0530 Subject: [PATCH] Added my contributions to community-contributions Day2 Exercise --- .../Day2-Solution-Ollama-sharathir.ipynb | 87 +++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 week1/community-contributions/Day2-Solution-Ollama-sharathir.ipynb diff --git a/week1/community-contributions/Day2-Solution-Ollama-sharathir.ipynb b/week1/community-contributions/Day2-Solution-Ollama-sharathir.ipynb new file mode 100644 index 0000000..66393ac --- /dev/null +++ b/week1/community-contributions/Day2-Solution-Ollama-sharathir.ipynb @@ -0,0 +1,87 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "5b568f38-7a64-453d-a88c-2f132801a084", + "metadata": {}, + "outputs": [], + "source": [ + "import requests\n", + "import ollama\n", + "from bs4 import BeautifulSoup\n", + "from IPython.display import Markdown, display\n", + "\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", + "class Website:\n", + "\n", + " def __init__(self, url):\n", + " \"\"\"\n", + " Create this Website object from the given url using the BeautifulSoup library\n", + " \"\"\"\n", + " self.url = url\n", + " response = requests.get(url, headers=headers)\n", + " soup = BeautifulSoup(response.content, 'html.parser')\n", + " self.title = soup.title.string if soup.title else \"No title found\"\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", + " \n", + "system_prompt = \"You are an assistant that analyzes the contents of a website \\\n", + "and provides a short summary, ignoring text that might be navigation related. \\\n", + "Respond in markdown.\"\n", + "\n", + "def user_prompt_for(website):\n", + " user_prompt = f\"You are looking at a website titled {website.title}\"\n", + " user_prompt += \"\\nThe contents of this website is as follows; \\\n", + "please provide a short summary of this website in markdown. \\\n", + "If it includes news or announcements, then summarize these too.\\n\\n\"\n", + " user_prompt += website.text\n", + " return user_prompt\n", + "\t\n", + "def messages_for(website):\n", + " return [\n", + " {\"role\": \"system\", \"content\": system_prompt},\n", + " {\"role\": \"user\", \"content\": user_prompt_for(website)}\n", + " ]\n", + "\t\n", + "def summarize(url):\n", + " website = Website(url)\n", + " response = ollama.chat(\n", + " model = \"llama3.2\",\n", + " messages = messages_for(website)\n", + " )\n", + " return response['message']['content']\n", + "\t\n", + "def display_summary(url):\n", + " summary = summarize(url)\n", + " display(Markdown(summary))\n", + "\t\n", + "display_summary(\"http://news.google.com/\")" + ] + } + ], + "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": "3.11.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}