metadata

sdk: streamlit
colorFrom: yellow
colorTo: yellow
short_description: 'uses multiple agents to create your resume and CV '
title: resume_and_cv_crafter
emoji: 💻
sdk_version: 1.42.0

AI Resume & Cover Letter Optimizer

Overview

An AI-powered tool that intelligently crafts resumes and cover letters using multiple LLM agents. The tool analyzes your complete professional profile in JSON format and selectively uses relevant information to match specific job descriptions.

Core Features

Smart profile-to-job matching
Selective information highlighting
Resume optimization in LaTeX
Automated cover letter generation
Performance evaluation metrics

How It Works

1. Profile Analysis

Analyzes complete user profile JSON
Selectively picks relevant experiences and skills
Creates tailored professional summary
Identifies key matching points with job description

2. Resume Generation

Uses built-in LaTeX template
Selectively presents most relevant information
Optimizes content order and keywords
Maintains professional formatting

3. Cover Letter Creation

4-paragraph professional structure
Highlights most relevant achievements
Built-in LaTeX template
Maintains consistent branding

Usage

Prepare your complete profile in JSON format (sample format is provided as sample.json)
Input target job description
Select preferred LLM model
Generate tailored documents

Required Files

profile.json: Your complete professional profile (sample format is provided as sample.json)
Groq API key

Available Models

deepseek-r1-distill-llama-70b
gemma2-9b-it
llama-3.2-1b-preview
llama-3.2-3b-preview
llama-3.3-70b-versatile
llama-guard-3-8b
llama3-70b-8192
mixtral-8x7b-32768

Quick Start

# Install dependencies
pip install streamlit groq

# Run the application
streamlit run app.py