Update 12 - OpenAI API.md

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### Examples
For the documentation with all the parameters, consult `http://127.0.0.1:5000/docs` or the [typing.py](https://github.com/oobabooga/text-generation-webui/blob/main/extensions/openai/typing.py) file.
For the documentation with all the parameters and their types, consult `http://127.0.0.1:5000/docs` or the [typing.py](https://github.com/oobabooga/text-generation-webui/blob/main/extensions/openai/typing.py) file.
The official examples in the [OpenAI documentation](https://platform.openai.com/docs/api-reference) should also work, and the same parameters apply (although the API here has more optional parameters).
@ -282,33 +282,6 @@ In short, the all-MiniLM-L6-v2 model is 5x faster, 5x smaller ram, 2x smaller st
Warning: You cannot mix embeddings from different models even if they have the same dimensions. They are not comparable.
### API Documentation & Examples
The OpenAI API is well documented, you can view the documentation here: https://platform.openai.com/docs/api-reference
Examples of how to use the Completions API in Python can be found here: https://platform.openai.com/examples
Not all of them will work with all models unfortunately, See the notes on Models for how to get the best results.
Here is a simple python example.
```python
import os
os.environ['OPENAI_API_KEY']="sk-111111111111111111111111111111111111111111111111"
os.environ['OPENAI_API_BASE']="http://0.0.0.0:5001/v1"
import openai
response = openai.ChatCompletion.create(
model="x",
messages = [{ 'role': 'system', 'content': "Answer in a consistent style." },
{'role': 'user', 'content': "Teach me about patience."},
{'role': 'assistant', 'content': "The river that carves the deepest valley flows from a modest spring; the grandest symphony originates from a single note; the most intricate tapestry begins with a solitary thread."},
{'role': 'user', 'content': "Teach me about the ocean."},
]
)
text = response['choices'][0]['message']['content']
print(text)
```
### Compatibility & not so compatibility
| API endpoint | tested with | notes |
@ -333,7 +306,6 @@ print(text)
| /v1/fine-tunes\* | openai.FineTune.\* | not yet supported |
| /v1/search | openai.search, engines.search | not yet supported |
#### Applications
Almost everything needs the `OPENAI_API_KEY` and `OPENAI_API_BASE` environment variable set, but there are some exceptions.