ChatGPT

# First, specify the base Docker image.
# You can see the Docker images from Apify at https://hub.docker.com/r/apify/.
# You can also use any other image from Docker Hub.
FROM apify/actor-python:3.9

# Second, copy just requirements.txt into the actor image,
# since it should be the only file that affects the dependency install in the next step,
# in order to speed up the build
COPY requirements.txt ./

# Install the packages specified in requirements.txt,
# Print the installed Python version, pip version
# and all installed packages with their versions for debugging
RUN echo "Python version:" \
 && python --version \
 && echo "Pip version:" \
 && pip --version \
 && echo "Installing dependencies:" \
 && pip install -r requirements.txt \
 && echo "All installed Python packages:" \
 && pip freeze

# Next, copy the remaining files and directories with the source code.
# Since we do this after installing the dependencies, quick build will be really fast
# for most source file changes.
COPY . ./

# Specify how to launch the source code of your actor.
# By default, the "python3 -m src" command is run
CMD ["python3", "-m", "src"]

1# Getting started
2
3If you are new to ChatGPT, you can sign up at https://platform.openai.com/signup to get your API-KEY.
4You can use this Actor to transform scraped results, such as reviews from restaurants, by rephrasing the sentences. Additionally, translation is also supported.
5
6
7## ChatGPT 3.5 Turbo Announced!
8
9###ChatGPT API 
10The new Chat API calls gpt-3.5-turbo, the same model used in the ChatGPT product. It’s also our best model for many non-chat use cases; we’ve seen early testers migrate from text-davinci-003 to gpt-3.5-turbo with only a small amount of adjustment needed to their prompts. Learn more about the Chat API in our documentation.
11
12###Pricing
13It’s priced at $0.002 per 1K tokens, which is 10x cheaper than the existing GPT-3.5 models.
14
15###Model updates
16We are constantly improving our Chat models, and want to make these improvements available to developers as well. Developers who use the gpt-3.5-turbo model will always get our recommended stable model, while still having the flexibility to opt for a specific model version.
17 
18For example, today we’re releasing “gpt-3.5-turbo-0301”, which will be supported through at least June 1st, and we’ll update gpt-3.5-turbo to a new stable release in April. The models page will provide switchover updates.

{
    "actorSpecification": 1,
    "name": "chatgpt",
    "title": "ChatGPT Actor",
    "description": "The ChatGPT Actor for your integrations.",
    "version": "0.1",
    "input": "./input-schema.json",
    "readme": "./README.md",
    "dockerfile": "./Dockerfile",
    "storages": {
        "dataset": {
            "actorSpecification": 1,
            "title": "Question and Answers",
            "views": {
                "Answers": {
                    "title": "Answers",
                    "transformation": {
                        "fields": [
                            "answer"
                        ]
                    },
                    "display": {
                        "component": "table",
                        "properties": {
                            "question": {
                                "label": "Question",
                                "format": "textarea"
                            },
                            "answer": {
                                "label": "Answer",
                                "format": "textarea"
                            }
                        }
                    }
                }
            }
        }
    }
}

{
  "title": "Ask to ChatGPT",
  "type": "object",
  "schemaVersion": 1,
  "properties": {
    "openai_token": {
      "title": "OpenAI Token",
      "type": "string",
      "description": "You can get an API key from https://platform.openai.com/signup",
      "editor": "textfield"
    },
    "question": {
      "title": "Question?",
      "type": "string",
      "description": "Create one paragraph crime story.",
      "editor": "textarea"
    }
  },
  "required": ["openai_token", "question"]
}

1

1from .main import main
2
3main()

1import os
2import openai
3from apify_client import ApifyClient
4
5def main():
6    # Initialize the main ApifyClient instance
7    client = ApifyClient(os.environ['APIFY_TOKEN'], api_url=os.environ['APIFY_API_BASE_URL'])
8
9    # Get the resource subclient for working with the default key-value store of the actor
10    default_kv_store_client = client.key_value_store(os.environ['APIFY_DEFAULT_KEY_VALUE_STORE_ID'])
11
12    # Get the value of the actor input and print it
13    actor_input = default_kv_store_client.get_record(os.environ['APIFY_INPUT_KEY'])['value']
14
15    # Structure of input is defined in INPUT_SCHEMA.json
16    openai.api_key = actor_input["openai_token"]
17    question = actor_input["question"]
18    try:
19        response = openai.ChatCompletion.create(
20        model="gpt-3.5-turbo",
21        messages=[
22                {"role": "user", "content": question},
23            ]
24        )
25        answer = response.choices[0]["message"]["content"]
26    except:
27        answer = ""
28    
29    # Get the resource subclient for working with the default dataset of the actor
30    default_dataset_client = client.dataset(os.environ['APIFY_DEFAULT_DATASET_ID'])
31
32    # Structure of output is defined in .actor/actor.json
33    default_dataset_client.push_items([
34        {
35            'question': question,
36            'answer': answer
37        },
38    ])

# configurations
.idea

# crawlee and apify storage folders
apify_storage
crawlee_storage
storage

# installed files
.venv

# git folder
.git

root = true

[*]
indent_style = space
indent_size = 4
charset = utf-8
trim_trailing_whitespace = true
insert_final_newline = true
end_of_line = lf

# This file tells Git which files shouldn't be added to source control

.idea
.DS_Store

apify_storage
storage

.venv/
.env/
__pypackages__
dist/
build/
*.egg-info/
*.egg

__pycache__

.mypy_cache
.dmypy.json
dmypy.json

.pytest_cache


.scrapy

1# Add your dependencies here.
2# See https://pip.pypa.io/en/latest/reference/requirements-file-format/
3# for how to format them
4apify-client~=0.6.0
5openai