OpenAI Driver
This driver lets you interact with OpenAI through your Membrane graph.
Queries
List models:
mctl query 'openai:models.page' '{ id owned_by object }'
Result:
[
{
"id": "text-davinci:001",
"owned_by": "system",
"object": "model"
},
{
"id": "text-curie:001",
"owned_by": "system",
"object": "model"
},
{
"id": "text-babbage:001",
"owned_by": "openai",
"object": "model"
}
...
]
Actions
Create completion
mctl action 'openai:models.one(id:"text-davinci-001").complete(prompt:"what is vercel")'
Result:
"Vercel is a cloud platform for static sites and serverless functions."
Create image
mctl action 'openai:generateImage(prompt:"real martian")'
Result:
[
{
"url": "https://oaidalleapiprodscus.blob.core.windows.net/private/org-axt0lBVwbIkPQaaB9sZUFdv7/user-ZOh1OVZ0EmR0PozpSWPBD5rQ/img-MnHioaTxosecDF2F2SylWI6e.png?st=2023-01-04T02%3A51%3A49Z&se=2023-01-04T04%3A51%3A49Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-01-03T23%3A25%3A38Z&ske=2023-01-04T23%3A25%3A38Z&sks=b&skv=2021-08-06&sig=2L6qXg95yKUrm/Z0p%2B7TjynxW4qN9k5wrZMOt0/AO34%3D"
},
...
]
Create moderation
mctl action 'openai:models.one(id:"text-moderation-stable").moderate(input:"I want to kill you")'
Result:
{
"hate": false,
"hate/threatening": false,
"self-harm": false,
"sexual": false,
"sexual/minors": false,
"violence": true,
"violence/graphic": false
}
Create edit
mctl action 'openai:models.one(id:"text-davinci-edit-001").edit(input:"what ares wikipedia?", instruction:"Fix the spelling mistakes")'
Result:
"What is wikipedia?"
Schema
Types
<Root>
- Fields
status -> String
models -> Ref<ModelsCollection>
fineTunes -> Ref<FineTunesCollection>
files -> Ref<FilesCollection>
- Actions
configure -> Void
generateImage -> List<Image>
<ModelsCollection>
- Fields
one -> <Model>
page -> List<Model>
<FineTunesCollection>
- Fields
one -> <FineTune>
page -> List<FineTune>
<FilesCollection>
- Fields
one -> <File>
page -> List<File>
<Model>
- Field
id -> String
onject -> String
owned_by -> Int
- Actions
complete -> String
chat -> String
moderate -> Ref<Moderation>
edit -> String
<File>
- Field
id -> String
onject -> String
bytes -> Int
created_at -> Int
filename -> String
purpose -> String
<FineTuned>
- Field
id ->
object -> String
model -> String
hyperparams -> Ref<Hyperparams>
fine_tuned_model -> String
organization_id -> String
status -> String
created_at -> Int
updated_at -> Int
events -> List<Event>
result_files -> List<File>
training_files -> List<File>
validation_files -> List<File>
<Hyperparams>
- Fields
batch_size -> Int
learning_rate_multiplayer -> Float
n_epochs -> Int
prompt_loss_weight -> Float
<Event>
- Fields
object -> String
created_at -> Int
level -> String
message -> String
<Image>
- Fields
url -> String
<Moderation>
- Fields
violence/graphic -> String
violence -> String
sexual/minors -> String
sexual -> String
self-harm -> String
hate/threatening -> String
hate -> String