Week 1 exercise

week1/day1.ipynb

@@ -497,6 +497,26 @@
     "display_summary(\"https://anthropic.com\")"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5a904323-acd9-4c8e-9a17-70df76184590",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "display_summary(\"https://rwothoromo.wordpress.com/\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a66c9fe8-c26a-49dd-9bc4-9efffc638f95",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "display_summary(\"https://openai.com\")"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "c951be1a-7f1b-448f-af1f-845978e47e2c",
@@ -538,23 +558,55 @@
    "source": [
     "# Step 1: Create your prompts\n",
     "\n",
-    "system_prompt = \"something here\"\n",
+    "system_prompt = \"You are a professional assistant\"\n",
     "user_prompt = \"\"\"\n",
-    "    Lots of text\n",
-    "    Can be pasted here\n",
+    "Review this conversation and provide a comprehensive summary. Also, suggest how much better the converation could have gone:\n",
+    "\n",
+    "Dear Dev Contact,\n",
+    "\n",
+    "I hope this message finds you well.\n",
+    "I would like to share that I have proficiency in front-end design tools, particularly Figma, react and Angular. At this stage, I am keenly interested in finding opportunities to apply these skills professionally.\n",
+    "\n",
+    "If you are aware of any companies, projects, or platforms seeking enterprise in front-end design, I would be grateful for any advice or recommendations you might kindly provide.\n",
+    "\n",
+    "Thank you very much for your time and consideration.\n",
+    "\n",
+    "Hello Job Seeker,\n",
+    "\n",
+    "I hope you are doing well.\n",
+    "\n",
+    "Dev Contact: The last role (3 months gig) I saw was looking for a junior PHP Developer. Does your CV include that?\n",
+    "\n",
+    "Hello Dev Contact \n",
+    "Thank you for your feedback.\n",
+    "Yes my CV has PHP as one of my skill set. Can I share it with you?\n",
+    "\n",
+    "Dev Contact: They said \"It's late. Interviews were on Monday\"\n",
+    "\n",
+    "Hello Dev Contact\n",
+    "\n",
+    "Thanks for the update. When you hear of any opportunity please let me know.\n",
+    "\n",
+    "Dev Contact: For now, check out https://refactory.academy/courses/refactory-apprenticeship/\n",
     "\"\"\"\n",
     "\n",
     "# Step 2: Make the messages list\n",
     "\n",
-    "messages = [] # fill this in\n",
+    "messages = [\n",
+    "    {\"role\": \"system\", \"content\": system_prompt},\n",
+    "    {\"role\": \"user\", \"content\": user_prompt},\n",
+    "] # fill this in\n",
     "\n",
     "# Step 3: Call OpenAI\n",
     "\n",
-    "response =\n",
+    "response = openai.chat.completions.create(\n",
+    "    model = \"gpt-4o-mini\",\n",
+    "    messages = messages\n",
+    ")\n",
     "\n",
     "# Step 4: print the result\n",
     "\n",
-    "print("
+    "print(response.choices[0].message.content)"
    ]
   },
   {
@@ -588,6 +640,34 @@
    "id": "f4484fcf-8b39-4c3f-9674-37970ed71988",
    "metadata": {},
    "outputs": [],
+   "source": [
+    "# To perform summaries using a model running locally\n",
+    "import ollama\n",
+    "\n",
+    "# OLLAMA_API = \"http://localhost:11434/api/chat\"\n",
+    "# HEADERS = {\"Content-Type\": \"application/json\"}\n",
+    "MODEL = \"llama3.2\"\n",
+    "\n",
+    "\n",
+    "def summarize_with_local_model(url):\n",
+    "    website = Website(url)\n",
+    "    messages = messages_for(website)\n",
+    "    response = ollama.chat(\n",
+    "        model=MODEL,\n",
+    "        messages=messages,\n",
+    "        stream=False # just get the results, don't stream them\n",
+    "        )\n",
+    "    return response['message']['content']\n",
+    "\n",
+    "display(Markdown(summarize_with_local_model(\"https://rwothoromo.wordpress.com/\")))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e76cbf31-2a82-40b8-b2e7-e2ceae7483ed",
+   "metadata": {},
+   "outputs": [],
    "source": []
   }
  ],
@@ -607,7 +687,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.12"
+   "version": "3.11.7"
   }
  },
  "nbformat": 4,