Debt Slayer: AI Debt Management Advisor

Debt Slayer is an AI-powered debt management advisor designed to help users create a consolidated debt report and develop a personalized debt management strategy. By analyzing the user's financial profile, Debt Slayer provides actionable insights and a tailored repayment plan. The application leverages a Retrieval-Augmented Generation (RAG) pipeline powered by the Deepseek R1 reasoning model, to offer users the most relevant and effective debt management strategies.

---

Tech Stack: MongoDB, Langchain, Huggingface, GROQ, Deepseek R1 reasoning model, Streamlit

---

DEMO VIDEO: https://youtu.be/q4Nu5Xq1qJs

Table of Contents

1. Environment Setup
   • Using Conda
   • Using Pip
2. Running the Project

---

Environment Setup

Using Conda

Conda is an open-source package management system and environment management system.

1. Create a new conda environment:

   conda create -n myenv python=3.9
   

2. Activate the environment:

   conda activate myenv
   

3. Install dependencies from requirements.txt (if available):

   pip install -r requirements.txt
   

---

Using Pip

Pip is the standard package installer for Python.

1. Install virtualenv if you don't have it:

   pip install virtualenv
   

2. Create a virtual environment:

   virtualenv venv
   

3. Activate the virtual environment:

   • On Windows:

     venv\Scripts\activate
     

   • On macOS/Linux:

     source venv/bin/activate
     

4. Install dependencies from requirements.txt (if available):

   pip install -r requirements.txt
   

---

Running the Project

```
streamlit run frontend.py
```

Ensure that all dependencies are installed before running the scripts.

---

If you encounter any issues, feel free to reach out or check the documentation for the tools mentioned above.