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78c35104 · Patrick Scheidegger · f7620b1a · 78c35104
Commit 78c35104 authored 2 years ago by Patrick Scheidegger
--- a/miniproject2.ipynb
+++ b/miniproject2.ipynb
@@ -63,12 +63,68 @@
    "        f.write(base64.b64decode(image[\"base64\"]))\n"
   ]
  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# OpenAI / ChatGPT"
+   ]
+  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
-   "source": []
+   "source": [
+    "!pip install openai"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\n",
+      "random_scenes = [\n",
+      "    [\"A woman in a white dress standing in a field of sunflowers\",\n",
+      "     \"A man in a suit walking down a busy city street\",\n",
+      "     \"A couple embracing on a beach at sunset\",\n",
+      "     \"A family of four having a picnic in a park\",\n",
+      "     \"A group of friends laughing around a campfire\"],\n",
+      "    \n",
+      "    [\"A woman in a red dress dancing in a nightclub\",\n",
+      "     \"A man in a suit walking through a crowded market\",\n",
+      "     \"A couple walking hand in hand through a forest\",\n",
+      "     \"A family of four playing in a playground\",\n",
+      "     \"A group of friends enjoying a sunset boat ride\"],\n",
+      "    \n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "import openai\n",
+    "\n",
+    "text = \"Generate 5 random scenes for some stock images as a csv\"\n",
+    "\n",
+    "# Load your API key from an environment variable or secret management service\n",
+    "openai.api_key = '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'\n",
+    "\n",
+    "#'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'\n",
+    "\n",
+    "response = openai.Completion.create(model=\"text-davinci-003\", prompt=text, temperature=0, max_tokens=150)\n",
+    "\n",
+    "answers = response.choices[0].text\n",
+    "\n",
+    "print(response);\n",
+    "print(response.choices[0].text);"
+   ]
  }
 ],
 "metadata": {

 %% Cell type:markdown id: tags:
 # AI Miniproject 2
 Bla bla
 %% Cell type:markdown id: tags:
 # stability.ai & Stable diffusion
 %% Cell type:code id: tags:
 ``` python
 import base64
 import os
 import requests
 engine_id = "stable-diffusion-512-v2-1"
 api_host = 'https://api.stability.ai'
 api_key = 'sk-v1z1pueYOHD2Bu83YL9undyzC54WW89eJkCAI79e4zLLeje1'
 response = requests.post(
    f"{api_host}/v1/generation/{engine_id}/text-to-image",
    headers={
        "Content-Type": "application/json",
        "Accept": "application/json",
        "Authorization": f"Bearer {api_key}"
    },
    json={
        "text_prompts": [
            {
                "text": "A lighthouse on a cliff"
            }
        ],
        "cfg_scale": 7,
        "clip_guidance_preset": "FAST_BLUE",
        "height": 512,
        "width": 512,
        "samples": 1,
        "steps": 30,
    },
 )
 if response.status_code != 200:
    raise Exception("Non-200 response: " + str(response.text))
 data = response.json()
 for i, image in enumerate(data["artifacts"]):
    with open(f"./out/v1_txt2img_{i}.png", "wb") as f:
        f.write(base64.b64decode(image["base64"]))
 ```
+%% Cell type:markdown id: tags:
+# OpenAI / ChatGPT
 %% Cell type:code id: tags:
 ``` python
+!pip install openai
 ```
+%% Cell type:code id: tags:
+``` python
+import os
+import openai
+text = "Generate 5 random scenes for some stock images as a csv"
+# Load your API key from an environment variable or secret management service
+openai.api_key = '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'
+#'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'
+response = openai.Completion.create(model="text-davinci-003", prompt=text, temperature=0, max_tokens=150)
+answers = response.choices[0].text
+print(response);
+print(response.choices[0].text);
+```
+%% Output
+    random_scenes = [
+        ["A woman in a white dress standing in a field of sunflowers",
+         "A man in a suit walking down a busy city street",
+         "A couple embracing on a beach at sunset",
+         "A family of four having a picnic in a park",
+         "A group of friends laughing around a campfire"],
+        ["A woman in a red dress dancing in a nightclub",
+         "A man in a suit walking through a crowded market",
+         "A couple walking hand in hand through a forest",
+         "A family of four playing in a playground",
+         "A group of friends enjoying a sunset boat ride"],