resume-maker-ai-agent

This app will download Jio-Savan music. This repository contains a sample Data Science application built with FastAPI, designed to streamline model training and prediction processes via RESTful APIs. The application leverages Poetry for dependency management, ensuring a robust and scalable development environment.

Features

FastAPI Endpoints:

/upload-docs: API endpoint to upload documents for creating embeddings.
/ask: API endpoint for querying the system and receiving context-aware answers.

Poetry for Dependency Management:

Simplifies package installation and management.
Ensures compatibility and reproducibility of the project environment.

Scalable Architecture:

Modular design with clear separation of concerns.
Easy integration of new features or pipelines.

Prerequisites

Python >= 3.12
Poetry installed (pip install poetry)

Installation

Clone the repository:

git clone https://github.com/DeepakPant93/resume-maker-ai-agent.
cd resume-maker-ai-agent

Initialize the repository if it's your first time:
```
cd resume-maker-ai-agent
make init-repo
```
Install dependencies using Poetry:
```
make bake-env
```
Run the FastAPI server:
```
make run
```

Project Structure

──resume-maker-ai-agent/
    ├── api         # API route definitions
    ├── config      # Configuration files and settings
    ├── constants   # Static constants and enumerations
    ├── core        # Core logic for the application
    ├── entity      # Definitions of data models and schemas
    ├── exception   # Custom exception classes for error handling
    ├── logger      # Logging setup for the application
    ├── models      # Request and response models
    ├── services    # Business logic and service layer
    ├── utils       # Utility functions (e.g., file handling, data encoding)
    └── main.py     # Entry point for the FastAPI application

Enjoy building with this RAG FastAPI application! 🚀