High-level agent orchestrating learning path scheduling tasks.

Manager to perform searches using different providers.

Agent wrapper for mapping a goal to required skills.

Agent wrapper that coordinates the prompts required for learner profiling.

Agent wrapper for skill requirement discovery and gap identification.

Payload for mapping a learning goal to required skills (validated).

Payload for creating a ground-truth learner profile.

Payload for progressing an existing ground-truth profile.

Payload for simulating learner interactions for a given session.

Payload for initializing a learner profile (validated).

Payload for updating an existing learner profile (validated).

Agent wrapper for refining learner goals.

Input payload for reflexion/refinement of a learning path (validated).

Input payload for rescheduling an existing learning path (validated).

Payload for refining a learning goal (validated).

Input payload for scheduling sessions (validated).

Payload for identifying skill gaps (validated).

An example dataclass representing a single course. It inherits from SerializableDataClass to gain conversion capabilities.

Schema for ground-truth profile generation/progression output.

Configuration for the LLM provider. See LangChain documentation for details.

Schema for a single session's learner interaction log.

An example dataclass representing a learning path composed of multiple courses. This demonstrates how nested dataclasses and lists are handle

Create concise searchers backed by LangChain community utilities.

A base dataclass that provides methods for easy serialization and deserialization. Inherit from this class to automatically gain the ability