Dynavera/README.md

# An Agentic Approach to Role-Specific Trainers - Dynavera

A proof-of-concept platform for **automating the induction and support of new hires or team members** into a role using **AI agents**. This project demonstrates a reusable workflow that combines a modern full-stack application with AI-driven guidance and assessment.

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## Table of Contents

-   [Project Goals](#project-goals)
-   [Tech Stack](#tech-stack)
-   [Features](#features)
-   [Usage](#usage)

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## Project Goals

The main objectives of this project are:

1. **Reusable Workflow** – Create a pipeline that can automatically onboard and guide new hires or team members in a specific role.
2. **AI Agent Integration** – Use intelligent agents to provide guidance, monitor progress, and adapt learning to individual users.
3. **Real-World Testing** – Evaluate the suitability and effectiveness of the tool in realistic onboarding scenarios.
4. **Role Specific Trainers** – Support the creation of trainers specialized for different roles, fields, or industries.

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## Tech Stack

-   **Backend:** [Django](https://www.djangoproject.com/)
-   **Frontend:** [Vue 3](https://vuejs.org/) + [Vite](https://vitejs.dev/)
-   **AI Agents:** Python-based agents using websockets and potentially LangChain
-   **APIs:** RESTful APIs using [Django REST Framework](https://www.django-rest-framework.org/)
-   **Containerization:** [Docker](https://www.docker.com/) + [Docker Compose](https://docs.docker.com/compose/)
-   **Database:** [PostgreSQL](https://www.postgresql.org/)
-   **Websockets:** [Django Channels](https://channels.readthedocs.io/en/stable/)
-   **State Management:** [Pinia](https://pinia.vuejs.org/)
-   **Authentication:** JWT / OAuth2 / Django

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## Features

-   Automated onboarding workflow for new hires.
-   Role-specific AI training modules.
-   Adaptive guidance and personalized learning paths.
-   Dashboard for tracking user progress and feedback.
-   Modular AI agent integration (Python/JS).

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## Usage

1. Navigate to the frontend URL (hosted at `https://fyp.viswamedha.com`).
2. Register a new user or login.
3. Select the role to train in.
4. Follow the guided AI-assisted onboarding workflow.
5. Track progress and view recommendations on the dashboard.