Refreshed notebooks, particularly with new Week 1

week1/day5.ipynb

@@ -28,6 +28,7 @@
    "outputs": [],
    "source": [
     "# imports\n",
+    "# If these fail, please check you're running from an 'activated' environment with (llms) in the command prompt\n",
     "\n",
     "import os\n",
     "import requests\n",
@@ -49,7 +50,13 @@
     "# Initialize and constants\n",
     "\n",
     "load_dotenv()\n",
-    "os.environ['OPENAI_API_KEY'] = os.getenv('OPENAI_API_KEY', 'your-key-if-not-using-env')\n",
+    "api_key = os.getenv('OPENAI_API_KEY')\n",
+    "\n",
+    "if api_key and api_key[:8]=='sk-proj-':\n",
+    "    print(\"API key looks good so far\")\n",
+    "else:\n",
+    "    print(\"There might be a problem with your API key? Please visit the troubleshooting notebook!\")\n",
+    "    \n",
     "MODEL = 'gpt-4o-mini'\n",
     "openai = OpenAI()"
    ]
@@ -67,11 +74,6 @@
     "    \"\"\"\n",
     "    A utility class to represent a Website that we have scraped, now with links\n",
     "    \"\"\"\n",
-    "    url: str\n",
-    "    title: str\n",
-    "    body: str\n",
-    "    links: List[str]\n",
-    "    text: str\n",
     "\n",
     "    def __init__(self, url):\n",
     "        self.url = url\n",
@@ -100,7 +102,7 @@
    "outputs": [],
    "source": [
     "ed = Website(\"https://edwarddonner.com\")\n",
-    "print(ed.get_contents())"
+    "ed.links"
    ]
   },
   {
@@ -140,6 +142,16 @@
     "\"\"\""
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b97e4068-97ed-4120-beae-c42105e4d59a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(link_system_prompt)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -175,7 +187,7 @@
    "source": [
     "def get_links(url):\n",
     "    website = Website(url)\n",
-    "    completion = openai.chat.completions.create(\n",
+    "    response = openai.chat.completions.create(\n",
     "        model=MODEL,\n",
     "        messages=[\n",
     "            {\"role\": \"system\", \"content\": link_system_prompt},\n",
@@ -183,10 +195,21 @@
     "      ],\n",
     "        response_format={\"type\": \"json_object\"}\n",
     "    )\n",
-    "    result = completion.choices[0].message.content\n",
+    "    result = response.choices[0].message.content\n",
     "    return json.loads(result)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "74a827a0-2782-4ae5-b210-4a242a8b4cc2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "anthropic = Website(\"https://anthropic.com\")\n",
+    "anthropic.links"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -268,6 +291,16 @@
     "    return user_prompt"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cd909e0b-1312-4ce2-a553-821e795d7572",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "get_brochure_user_prompt(\"Anthropic\", \"https://anthropic.com\")"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -308,14 +341,6 @@
     "with the familiar typewriter animation"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "bcb358a4-aa7f-47ec-b2bc-67768783dfe1",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "code",
    "execution_count": null,