new django orm and gpt-3 resources

mattmakai · mattmakai · commit cebbc6e7d28e · 2020-10-31T16:00:18.000-04:00
diff --git a/content/pages/03-data/08-django-orm.markdown b/content/pages/03-data/08-django-orm.markdown
@@ -192,3 +192,6 @@ following resources should get you past the initial hurdles.
   fields with a checking constraint and a web form that ensures
   all of the fields sum up to a precise amount, such as 100%.
 
+* [Learn Django ORM - Query and Filters](https://www.youtube.com/playlist?list=PLOLrQ9Pn6cazjoDEnwzcdWWf4SNS0QZml)
+  is a video tutorials series that gives an overview of the ORM's
+  querying and filtering capabilities.
diff --git a/content/pages/10-working/00-gpt-3.markdown b/content/pages/10-working/00-gpt-3.markdown
@@ -125,10 +125,6 @@ is trained.
   trained and what happens in various scenarios such as text output
   and code generation.
 
-* [Building a Chatbot with OpenAI's GPT-3 engine, Twilio SMS and Python](https://www.twilio.com/blog/openai-gpt-3-chatbot-python-twilio-sms)
-  is a step-by-step tutorial for using GPT-3 as a smart backend
-  for an SMS-based chatbot powered by the [Twilio API](/twilio.html).
-
 * [GPT 3 Demo and Explanation](https://www.youtube.com/watch?v=8psgEDhT1MM)
   is a video that gives a brief overview of GPT-3 and shows a bunch
   of live demos for what has so far been created with this technology.
@@ -137,11 +133,24 @@ is trained.
   points out that many of the good examples on social media have been
   cherry picked to impress readers.
 
-* [gpt-3-experiments](https://github.com/minimaxir/gpt-3-experiments)
-  contains Python code open sourced under the MIT license that
-  shows how to interact with the API.
-
 * [Why GPT-3 matters](https://leogao.dev/2020/05/29/GPT-3-A-Brief-Summary/)
   compares and contrasts this model with similar models that have been
   developed and tries to give an overview of where each one stands
   with its strengths and weaknesses.
+
+
+## GPT-3 tutorials
+* [Building a Chatbot with OpenAI's GPT-3 engine, Twilio SMS and Python](https://www.twilio.com/blog/openai-gpt-3-chatbot-python-twilio-sms)
+  is a step-by-step tutorial for using GPT-3 as a smart backend
+  for an SMS-based chatbot powered by the [Twilio API](/twilio.html).
+
+* [gpt-3-experiments](https://github.com/minimaxir/gpt-3-experiments)
+  contains Python code open sourced under the MIT license that
+  shows how to interact with the API.
+
+* [Twilio](/twilio.html) put out a series of fun GPT-3 tutorials that show
+  the range of creative outputs the model can generate:
+
+    * [Control a Spooky Ghost Writer for Halloween with OpenAI's GPT-3 Engine, Python, and Twilio WhatsApp API](https://www.twilio.com/blog/ghost-writer-spooky-openai-gpt3-python-whatsapp)
+    * [Generating Lyrics in the Style of your Favorite Artist with Python, OpenAI's GPT-3 and Twilio SMS](https://www.twilio.com/blog/generating-lyrics-in-the-style-of-your-favorite-artist-with-python-openai-s-gpt-3-and-twilio-sms)
+    * [Automated Yugioh Deckbuilding in Python with OpenAI's GPT-3 and Twilio SMS](https://www.twilio.com/blog/building-computer-generated-yugioh-decks-in-python-with-openai-s-gpt-3-and-twilio-sms)
