AI Job Hunting Agent Your - Ultimate Guide to a Career in AI! 🚀

Overview

This project is an AI-powered mentor designed to simplify and support your journey in:

• AI Learning
• Resume Preparation
• Interview Assistance
• Job Hunting

Motivation

Navigating the rapidly evolving field of Generative AI can be overwhelming due to:

• Scattered, outdated resources
• Time-consuming videos and tutorials
• Depreciated code and tools

This assistant addresses these challenges by offering tailored support, ensuring you stay ahead in this fast-changing domain.

Key Features

1. Learning & Content Creation

   • Tailored learning pathways covering key Generative AI topics.
   • Assistance with creating tutorials, blogs, and posts based on user interests.

2. Q&A Support

   • On-demand Q&A sessions for guidance on concepts or coding issues.

3. Resume Building & Review

   • Personalized, market-relevant resume crafting.
   • Expert consultations for creating standout resumes.

4. Interview Preparation

   • Mock interviews and Q&A sessions on common and technical questions.

5. Job Search Assistance

   • Tailored guidance and insights for effective job hunting.

Tech Stack

• LangChain: Workflow construction and query handling.
• LangGraph: Flexible workflow graph creation.
• Gemini LLM: Language model for response generation.
• DuckDuckGoSearchResult: External data sourcing.

Workflow

Below is a visual representation of the project's workflow:

Key Components

1. State Management: Using TypedDict to define and manage the state of user interactions.
2. Query Categorization: Classifying queries into Learning, Resume Preparation, Interview, or Job Search.
3. Subcategorization: E.g., Learning (Tutorials, Q&A), Interview (Prep, Mock Interviews).
4. Response Generation: Tailored outputs based on user queries.
5. Workflow Graph: Extensible and dynamic workflows using LangGraph.

Setup and Installation

1. Clone the repository:

   git clone https://github.com/emna-khemiri/AI-Job-Hunting-Agent.git

2. Navigate to the project directory:

   cd AI-Job-Hunting-Agent

3. Install dependencies:

   pip install -r requirements.txt

4. Run the application:

   python main.py

Usage

• Interact with the assistant by providing queries related to learning, resumes, interviews, or job hunting.
• Use the workflow visualization to explore the assistant’s decision-making process.

Future Enhancements

• Knowledge Base: Resource-rich library with curated links to courses, tutorials, and articles.
• Multi-Domain Customization: Expand functionality to other career paths.
• Advanced Job Search Tools: Automate job application tracking and enhance networking features.

Contributing

Contributions are welcome! Feel free to fork the repository, make changes, and submit a pull request.

License

This project is licensed under the MIT License.