Self Learning

class oscopilot.agents.self_learning.SelfLearning(agent, learner, tool_manager, config, text_extractor=None)

Bases: object

A class designed to facilitate self-learning for software-related topics by automatically generating and engaging with courses based on provided software and package information.

config

Configuration settings for the learning process.

Type:

dict

agent

An external agent or tool that interacts with the learning content or environment.

Type:

object

learner

A learner object that is responsible for designing the course.

Type:

object

tool_manager

Manages the tools required for course creation and learning.

Type:

object

text_extractor

An optional component responsible for extracting text from files.

Type:

object, optional

course

A dictionary to store course details.

Type:

dict

continuous_learning(software_name, package_name, demo_file_path=None)

Implements a continuous learning process that updates and applies new courses based on a designed curriculum.

Parameters:

• software_name (str) – Name of the software being learned.

• package_name (str) – Name of the package within the software.

• demo_file_path (str, optional) – Path to a demo file used for extracting text content. Defaults to None.

Returns:

This method does not return anything but updates internal states and possibly external resources.

Return type:

None

course_design(software_name, package_name, demo_file_path, file_content=None)

Designs a course based on the provided software and package name, using content extracted from a demo file.

Parameters:

• software_name (str) – The name of the software for which the course is designed.

• package_name (str) – The package name related to the software.

• demo_file_path (str) – Path to the demo file used as content for the course.

• file_content (str, optional) – Content of the demo file to be included in the course.

Returns:

The designed course as a dictionary.

Return type:

dict

learn_course(course)

Triggers the learning of the designed course using the configured agent.

Parameters:

course (dict) – The course dictionary containing lesson details to be learned.

Returns:

None.

self_learning(software_name, package_name, demo_file_path)

Initiates the self-learning process by designing a course and triggering the learning mechanism.

Parameters:

• software_name (str) – The name of the software for which the course is being designed.

• package_name (str) – The name of the software package related to the course.

• demo_file_path (str) – The file path of a demo or example file that is relevant to the course content.

Returns:

None.

text_extract(demo_file_path)

Extracts text from the specified demo file path using the configured text extractor.

Parameters:

demo_file_path (str) – The path to the demo file from which content needs to be extracted.

Returns:

The extracted content from the file.

Return type:

str