0xdevalias/poc-chatgpt

Proof of Concept code playing around with the OpenAI / GPT / ChatGPT API

poc-chatgpt

Run this script (Source):

# https://platform.openai.com/account/api-keys
export OPENAI_API_KEY=TODO-YOUR-API-KEY-HERE

node index.js

List available models (Ref):

# https://platform.openai.com/account/api-keys
export OPENAI_API_KEY=TODO-YOUR-API-KEY-HERE

# Fetch all the model data
curl https://api.openai.com/v1/models -H "Authorization: Bearer $OPENAI_API_KEY" > models.json

# Extract just the model names from the model data
jq -r '.data[].id' models.json > models.txt

# Or you could just run this helper script:
# npm run-script update-models

# You may also like to run:
# npm run-script extract-models-by-owned-by

• models.json
  • models.txt
  • models_by_owned_by.json
    • ./models_openai.txt
    • ./models_openai-dev.txt
    • ./models_openai-internal.txt
    • ./models_system.txt

Get details for a single model (Ref):

# https://platform.openai.com/account/api-keys
export OPENAI_API_KEY=TODO-YOUR-API-KEY-HERE

# Fetch a specific model's data
curl https://api.openai.com/v1/models/TODO-MODEL-ID-HERE -H "Authorization: Bearer $OPENAI_API_KEY" > models.json

List available engines (deprecated) (Ref):

# https://platform.openai.com/account/api-keys
export OPENAI_API_KEY=TODO-YOUR-API-KEY-HERE

# Fetch all the engine data
curl https://api.openai.com/v1/engines -H "Authorization: Bearer $OPENAI_API_KEY" > engines.json

# Extract just the engine IDs from the engine data
jq -r '.data[].id' engines.json > engines.txt

# Or you could just run this helper script:
# npm run-script update-engines

• engines.json
  • engines.txt

Get details for a single engine (deprecated) (Ref):

# https://platform.openai.com/account/api-keys
export OPENAI_API_KEY=TODO-YOUR-API-KEY-HERE

# Fetch a specific engine's data
curl https://api.openai.com/v1/engines/TODO-ENGINE-ID-HERE -H "Authorization: Bearer $OPENAI_API_KEY"

Leaked Model Controversy

You can read more about my running notes/research around the leaked model, how it was taken down, and the supposed existence of a new model (though that situation seems super scammy) here:

• leaked-model.md

The following leaked model names have been found, and may or may not still be working:

• text-chat-davinci-002-20230126
• text-chat-davinci-002-20221122

See Also

• https://github.com/openai/openai-node
• https://platform.openai.com/account/api-keys
• https://platform.openai.com/account/usage
• https://platform.openai.com/docs/api-reference/introduction
  • https://platform.openai.com/docs/api-reference/authentication
  • https://platform.openai.com/docs/api-reference/models

    • Models: List and describe the various models available in the API. You can refer to the Models documentation to understand what models are available and the differences between them.

      • https://platform.openai.com/docs/models
    • https://platform.openai.com/docs/api-reference/models/list
      • GET https://api.openai.com/v1/models

      • Lists the currently available models, and provides basic information about each one such as the owner and availability.

    • https://platform.openai.com/docs/api-reference/models/retrieve
      • GET https://api.openai.com/v1/models/{model}

      • Retrieves a model instance, providing basic information about the model such as the owner and permissioning.

  • https://platform.openai.com/docs/api-reference/engines

    • Engines (deprectated): These endpoints describe and provide access to the various engines available in the API.

    • The Engines endpoints are deprecated. Please use their replacement, Models, instead.

      • https://platform.openai.com/docs/api-reference/engines/list

        • GET https://api.openai.com/v1/engines

        • [DEPRECATED] Lists the currently available (non-finetuned) models, and provides basic information about each one such as the owner and availability.

      • https://platform.openai.com/docs/api-reference/engines/retrieve

        • GET https://api.openai.com/v1/engines/{engine_id}

        • [DEPRECATED] Retrieves a model instance, providing basic information about it such as the owner and availability.

  • https://platform.openai.com/docs/api-reference/completions

    • Completions: Given a prompt, the model will return one or more predicted completions, and can also return the probabilities of alternative tokens at each position.

    • https://platform.openai.com/docs/api-reference/completions/create
      • POST https://api.openai.com/v1/completions

      • Creates a completion for the provided prompt and parameters

  • https://platform.openai.com/docs/api-reference/edits

    • Edits: Given a prompt and an instruction, the model will return an edited version of the prompt.

    • https://platform.openai.com/docs/api-reference/edits/create
      • POST https://api.openai.com/v1/edits

      • Creates a new edit for the provided input, instruction, and parameters.

  • https://platform.openai.com/docs/api-reference/images

    • Images: Given a prompt and/or an input image, the model will generate a new image.

    • https://platform.openai.com/docs/api-reference/images/create
      • POST https://api.openai.com/v1/images/generations

      • Creates an image given a prompt.

    • https://platform.openai.com/docs/api-reference/images/create-edit
      • POST https://api.openai.com/v1/images/edits

      • Creates an edited or extended image given an original image and a prompt.

    • https://platform.openai.com/docs/api-reference/images/create-variation
      • POST https://api.openai.com/v1/images/variations

      • Creates a variation of a given image.

  • https://platform.openai.com/docs/api-reference/embeddings

    • Embeddings: Get a vector representation of a given input that can be easily consumed by machine learning models and algorithms.

    • https://platform.openai.com/docs/api-reference/embeddings/create
      • POST https://api.openai.com/v1/embeddings

      • Creates an embedding vector representing the input text.

  • https://platform.openai.com/docs/api-reference/files

    • Files: Files are used to upload documents that can be used with features like Fine-tuning.

  • https://platform.openai.com/docs/api-reference/fine-tunes

    • Fine-tunes: Manage fine-tuning jobs to tailor a model to your specific training data.

  • https://platform.openai.com/docs/api-reference/moderations

    • Moderations: Given a input text, outputs if the model classifies it as violating OpenAI's content policy.

• https://github.com/acheong08/ChatGPT#official-api-browserless
  • https://github.com/acheong08/ChatGPT/wiki/revChatGPT
  • https://github.com/acheong08/ChatGPT/blob/main/src/revChatGPT/Official.py#L13
    • text-chat-davinci-002-20230126