Metis Python Client

This Python client is designed to provide developers with a seamless integration into the Metisai api platform, enabling the efficient management and customization of generative AI-driven chatbots and image generation models.

Features

• API Integration: Easy access to Metis's API endpoints for model selection, configuration, and management.
• Model Customization: Tools to customize and fine-tune large language models (LLMs) for text and image generation according to specific requirements.
• Monitoring: Capabilities to monitor the performance and quality of AI models, ensuring optimal functionality.
• Simplified Deployment: Streamlined processes for transitioning from model development to production.

Installation

To install the Metis Python Client, run the following command:

pip install metisai

Usage

Session

Here’s a quick example of how to use the client to interact with Metis:

import metisai

# Initialize the client
metisbot = metisai.MetisBot(api_key=METIS_API_KEY, bot_id=METIS_BOT_ID)

# Initialize a session
session = metisbot.create_session()
message = metisbot.send_message(session, "Suggest me a list of 5 gifts for a 30 years boy who is tech-fan.")
print(message.content)
message2 = metisbot.send_message(session, "What if he is a book lover?")
print(message2.content)

# Delete a session
metisbot.delete_session(session)

Async

Here’s an example of async operation (this is not asyncio):

import metisai

# Initialize the client
metisbot = metisai.MetisBot(api_key=METIS_API_KEY, bot_id=METIS_BOT_ID)

prompt = "Suggest me a list of 5 gifts for a 30 years boy who is tech-fan."
session = metisbot.create_session()
task = metisbot.send_message_async(session, prompt)

while True:
    task_result = metisbot.retrieve_async_task(session, task)
    if task_result.status == "FINISHED":
        break
    time.sleep(1)
print(task_result.message.content)
print()
metisbot.delete_session(session)

Stream

Here’s an example of stream usage:

import metisai

# Initialize the client
metisbot = metisai.MetisBot(api_key=METIS_API_KEY, bot_id=METIS_BOT_ID)

prompt = "Suggest me a list of 5 gifts for a 30 years boy who is tech-fan."
stream = metisbot.stream_messages(
    session, prompt, split_criteria={"line": True}
)
for message in stream:
    print(message.message.content)
metisbot.delete_session(session)

Configuration

Before using the client, ensure you configure it with your API key:

metisbot = metisai.MetisBot(api_key=METIS_API_KEY, bot_id=METIS_BOT_ID)

Documentation

For more detailed information about the client's methods and additional functionalities, refer to the Metis Documentation.

Support

If you encounter any issues or have questions, please contact hello@metisai.ir.

License

This project is licensed under the MIT License - see the LICENSE file for details.