seenu-agent

seenu-agent is a Python package that provides a framework for creating and managing agents to perform tasks like translation, summarization, and more. The package includes three main classes: Agent, Task, and TaskManager, allowing you to create complex workflows by chaining tasks together. Installation

Install the package using pip:

pip install seenu-agent

Below is a sample usage of the seenu-agent package:

Importing the Classes

from seenu_agent import Agent, Task, TaskManager

Creating Agents

** Translation Agent **

translation_llm = {'repo_name': 'Helsinki-NLP/opus-tatoeba-fi-en', 'operation': 'translation'} translation_agent = Agent(name='Translator', llm=translation_llm)

** Custom Function Agent **

def custom_function(text): return text.lower()

custom_agent = Agent(name='Custom Function Agent', function=custom_function)

Creating Tasks

translation_task = Task(name='Translation Task', task_id=1, agent=translation_agent) custom_task = Task(name='Custom Function Task', task_id=3, agent=custom_agent)

Managing Tasks

task_manager = TaskManager() task_manager.add_task(translation_task) task_manager.add_task(custom_task)

Running Tasks

Sequential Mode

input_texts = ["Your text here..."] sequential_results = task_manager.run(input_texts, mode='sequential')

for i, task_results in enumerate(sequential_results): print(f"Task {i+1} Results:") for result in task_results: print(f" Result : {result}")

Example Output

plaintext

Sequential Task Output: Task 1 Results: Result : Translated text here... Task 2 Results: Result : Summarized text here... Task 3 Results: Result : Transformed text here...

License

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