Resume Optimization AI

An AI-powered resume optimization tool that leverages multiple AI providers to enhance resumes based on job descriptions and industry best practices.

Features

• Support for multiple AI providers (Mistral, OpenAI, Anthropic, DeepSeek)
• Automatic PDF and document parsing
• Customizable optimization guidelines
• RESTful API interface
• Command-line demo tool
• Output saved with timestamps
• Debug mode for detailed insights

Environment Configuration

Required variables in .env:

• OPENAI_API_KEY: OpenAI API key
• ANTHROPIC_API_KEY: Anthropic API key
• MISTRAL_API_KEY: Mistral API key
• DEEPSEEK_API_KEY: DeepSeek API key
• DEFAULT_AI_PROVIDER: Default AI provider (mistral/openai/anthropic)
• MISTRAL_DEFAULT_MODEL: Default Mistral model (default: 'mistral-large-latest')

Usage

Demo Tool (demo.py)

The demo tool provides an easy way to optimize resumes using the command line:

uv run demo.py --resume resume.pdf \
 --guidelines inputs/RESUME_GUIDELINES.md \
 --job-description job_desc.txt \
 --model mistral-large-latest \
 --custom-prompt "Focus on technical skills" \
 --base-prompt inputs/base_prompt.md \
 --debug

Available Arguments

• --resume (required): Path to resume file (PDF/DOCX)
• --guidelines: Path to guidelines file (default: inputs/RESUME_GUIDELINES.md)
• --model: Specific AI model to use
• --custom-prompt: Additional instructions for optimization
• --job-description: Path to job description file
• --debug: Show debug information
• --base-prompt: Path to base prompt template (default: inputs/base_prompt.md)

The optimized resume will be saved to the outputs directory with a timestamp.

API Endpoints

Health Check

GET /api/v1/health

Returns API health status and version information.

List Available Models

GET /api/v1/models

Lists available AI models for each provider.

Optional query parameter:

• provider: Filter models by specific provider

Optimize Resume

POST /api/v1/optimize

Optimizes a resume based on provided content and parameters.

Request body:

{
 "resume_content": "string",
 "guidelines": "string (optional)",
 "custom_prompt": "string (optional)",
 "ai_provider": "string (optional)",
 "model": "string (optional)"
}

Notes

• The demo tool requires both the resume optimizer server (port 5000) and document converter server (port 5001)
• Maximum resume content length is 15000 characters
• Supported AI providers: Mistral, OpenAI, Anthropic, DeepSeek
• Default configuration uses Mistral as the AI provider with 'mistral-large-latest' model
• Uses uv for faster Python package management and virtual environment handling