promptstudio-sdk 1.0.222

A Python SDK for PromptStudio

PromptStudio Python SDK

A Python SDK for interacting with PromptStudio API and AI platforms directly.

Installation

From PyPI

pip install promptstudio-sdk

From Source

git clone https://github.com/your-repo/promptstudio-sdk.git
cd promptstudio-sdk
pip install -e .

Development Setup

1. Create a virtual environment:

python -m venv venv

2. Activate the virtual environment:

# On Windows
venv\Scripts\activate

# On Unix or MacOS
source venv/bin/activate

3. Install dependencies:

pip install -r requirements.txt

Usage

Initializing the SDK

from promptstudio_sdk import PromptStudio

client = PromptStudio({
    'api_key': 'YOUR_API_KEY',
    'env': 'prod',  # Use 'prod' for production environment
    'bypass': True ,
    'is_logging': True
})

Configuration Options

bypass (default: False)

The bypass parameter determines whether to use the local AI provider directly or route requests through PromptStudio's API:

• When bypass=True: Requests go directly to the AI provider, bypassing PromptStudio's API
• When bypass=False: Requests are routed through PromptStudio's API for additional processing and logging

is_session_enabled (default: True)

The is_session_enabled parameter controls whether the chat maintains conversation history:

• When True: The conversation history is maintained between requests using the provided session_id
• When False: Each request is treated independently with no conversation history

is_logging (default: True)

The is_logging parameter controls whether to log chat interactions:

• When True: Chat interactions are logged for analysis and tracking
• When False: Chat interactions are not logged

shot (default: -1)

The shot parameter controls how many message pairs to include from the beginning of the conversation:

• When -1: All previous messages are included (default behavior)
• When 0: No previous messages are included
• When n > 0: Include the first n pairs of messages (2n messages total)

For example:

• With shot=2: Includes the first 4 messages (2 pairs from the start)
• With shot=3: Includes the first 6 messages (3 pairs from the start)

# Example: Using shot to include first 2 pairs of messages
response = client.chat_with_prompt(
    prompt_id="your_prompt_id",
    user_message=[{"type": "text", "text": "Hello"}],
    session_id="test_session",
    shot=2  # Include first 2 pairs of messages (4 messages total from the start)
)

# If your conversation history has 10 messages:
# shot=2 will use messages[0:4] (first 4 messages)
# shot=0 will use no previous messages
# shot=-1 will use all 10 messages

Chatting with a Prompt

response = client.chat_with_prompt(
    prompt_id="your_prompt_id",
    user_message=[
        {
            "type": "text",
            "text": "Hello, how are you?"
        }
    ],
    memory_type="fullMemory",
    window_size=0,
    session_id="test_session",
    variables={},
    is_session_enabled=True,
    shot=2,
)

print(response)

Complete Example

from promptstudio_sdk import PromptStudio

def main():
    # Initialize the client
    client = PromptStudio({
        'api_key': 'YOUR_API_KEY',
        'env': 'test',
        'bypass': True,
        'is_logging': True
    })

    try:
        # Get all prompts
        prompts = client.get_all_prompts("your_folder_id")
        print("Available prompts:", prompts)

        # Chat with a specific prompt
        response = client.chat_with_prompt(
            prompt_id="your_prompt_id",
            user_message=[
                {
                    "type": "text",
                    "text": "Hello, how are you?"
                }
            ],
            memory_type="windowMemory",
            window_size=10,
            session_id="test_session",
            variables={},
            is_session_enabled=True,
            shot=2,
        )
        print("Chat response:", response)

    except Exception as e:
        print(f"An error occurred: {e}")

if __name__ == "__main__":
    main()

Testing

Setting Up Tests

1. Install test dependencies:

pip install pytest pytest-cov

2. Create a .env file in the root directory with your test credentials:

PROMPTSTUDIO_API_KEY=your_test_api_key
PROMPTSTUDIO_ENV=test  # Use 'prod' for production environment

Running Tests

Run all tests:

pytest

Run tests with coverage:

pytest --cov=promptstudio_sdk

Writing Tests

Create test files in the tests directory. Here's an example test:

import pytest
from promptstudio_sdk import PromptStudio

def test_chat_with_prompt():
    client = PromptStudio({
        'api_key': 'test_api_key',
        'env': 'test',
        'bypass': True,
        'is_logging': True
    })

    response = client.chat_with_prompt(
        prompt_id: str,
        user_message: List[Dict[str, Union[str, Dict[str, str]]]],
        memory_type: str,
        window_size: int,
        session_id: str,
        variables: Dict[str, str],
        version: Optional[int] = None,
        is_session_enabled: Optional[bool] = True,
        shot: Optional[int] = -1,
    )

    assert isinstance(response, dict)
    assert 'response' in response

Type Hints

The SDK uses Python type hints for better IDE support and code documentation. Here are some key types:

from typing import Dict, List, Union, Optional

# Message types
ImageMessage = Dict[str, Union[str, Dict[str, str]]]  # {"type": "image_url", "image_url": {"url": "..."}}
TextMessage = Dict[str, str]  # {"type": "text", "text": "..."}
UserMessage = List[Union[ImageMessage, TextMessage]]

# Memory types
Memory = Literal["fullMemory", "windowMemory", "summarizedMemory"]

These are the only valid memory types that can be used with the `memory_type` parameter:
- `"fullMemory"`: Maintains the complete conversation history
- `"windowMemory"`: Keeps a sliding window of recent messages
- `"summarizedMemory"`: Maintains a summarized version of the conversation history

# Request payload
RequestPayload = Dict[str, Union[UserMessage, Memory, int, str, Dict[str, str], Optional[int]]]

Error Handling

The SDK raises exceptions for various error cases:

from promptstudio_sdk import PromptStudio

try:
    client = PromptStudio({
        'api_key': 'YOUR_API_KEY_from_promptstudio',
        'env': 'test',
        'bypass': True
    })
    response = client.chat_with_prompt(...)
except requests.exceptions.HTTPError as e:
    print(f"HTTP error occurred: {e}")
except requests.exceptions.RequestException as e:
    print(f"Network error occurred: {e}")
except Exception as e:
    print(f"An error occurred: {e}")

Contributing

1. Fork the repository
2. Create a new branch for your feature
3. Make your changes
4. Run the tests to ensure everything works
5. Submit a pull request

License

This SDK is released under the MIT License.