Day 2 work using py for ollama

- using url
- using library
- using openai
- using ollama to summarize website

week1/community-contributions/ag-w1d2-ollama-site-summary

@@ -0,0 +1,55 @@
+import ollama
+import requests
+from bs4 import BeautifulSoup
+from IPython.display import Markdown, display
+
+MODEL = "llama3.2"
+
+#headers and class for website to summarize
+headers = {
+ "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"
+}
+class Website:
+    def __init__(self, url):
+        self.url = url
+        response = requests.get(url, headers=headers)
+        soup = BeautifulSoup(response.content, 'html.parser')
+        self.title = soup.title.string if soup.title else "No title found"
+        for irrelevant in soup.body(["script", "style", "img", "input"]):
+            irrelevant.decompose()
+        self.text = soup.body.get_text(separator="\n", strip=True)
+        
+#define prompts
+system_prompt = "You are an assistant that analyzes the contents of a website \
+and provides a short summary, ignoring text that might be navigation related. \
+Respond in markdown."
+
+def user_prompt_for(website):
+    user_prompt = f"You are looking at a website titled {website.title}"
+    user_prompt += "\nThe content of this website is as follows; \
+please provide a short summary of this website in markdown. \
+If it includes news or announcements, then summarize these too.\n\n"
+    user_prompt += website.text
+    return user_prompt
+
+#prepare message for use in OpenAI call
+def messages_for(website):
+    return [
+        {"role": "system", "content": system_prompt},
+        {"role": "user", "content": user_prompt_for(website)}
+    ]
+
+#define function to summarize a given website
+def summarize(url):
+    website = Website(url)
+    response = ollama.chat(model=MODEL, messages=messages_for(website))
+    return response['message']['content']
+
+#function to display summary in markdown format
+def display_summary(url):
+    summary = summarize(url)
+    display(Markdown(summary))
+    print(summary)
+
+url = "https://edwarddonner.com"
+display_summary(url)