[AIC-py] Improve openai wrapper + cookbook (#364)

[AIC-py] Improve openai wrapper + cookbook

README.md

@@ -6,8 +6,7 @@
 ![Python](https://github.com/lastmile-ai/aiconfig/actions/workflows/main_python.yml/badge.svg)
 ![Node](https://github.com/lastmile-ai/aiconfig/actions/workflows/main-typescript.yml/badge.svg)
 ![Docs](https://github.com/lastmile-ai/aiconfig/actions/workflows/test-deploy-docs.yml/badge.svg)
-[![Discord](https://img.shields.io/badge/Discord-LastMile%20AI-Blue?color=rgb(37%2C%20150%2C%20190))](https://discord.gg/qMqgzDae)
-
+[![Discord](<https://img.shields.io/badge/Discord-LastMile%20AI-Blue?color=rgb(37%2C%20150%2C%20190)>)](https://discord.gg/qMqgzDae)
 
 > Full documentation: **[aiconfig.lastmileai.dev](https://aiconfig.lastmileai.dev/)**
 
@@ -300,14 +299,7 @@ Here are some example uses:
 
 If you are already using OpenAI completion API's in your application, you can get started very quickly to start saving the messages in an `aiconfig`.
 
-Simply add the following lines to your `import`:
-
-```python
-import openai
-from aiconfig.ChatCompletion import create_and_save_to_config
-new_config = AIConfigRuntime.create("my_aiconfig", "This is my new AIConfig")
-openai.chat.completions.create = create_and_save_to_config(aiconfig=new_config)
-```
+Usage: see openai_wrapper.ipynb.
 
 Now you can continue using `openai` completion API as normal. When you want to save the config, just call `new_config.save()` and all your openai completion calls will get serialized to disk.
 

aiconfig-docs/docs/overview/create-an-aiconfig.md

@@ -108,20 +108,7 @@ asyncio.run(main())
 
 If you're using OpenAI chat models, you can also use introspection to wrap OpenAI API calls and save an `aiconfig` automatically:
 
-Replace
-
-```python
-import openai
-```
-
-with
-
-```python
-import openai
-from aiconfig.ChatCompletion import create_and_save_to_config
-new_config = AIConfigRuntime.create("my_aiconfig", "This is my new AIConfig")
-openai.chat.completions.create = create_and_save_to_config(aiconfig=new_config)
-```
+Usage: see openai_wrapper.ipynb.
 
 Now call OpenAI regularly. The results will automatically get saved in `new_config`: