Happly is a Python-based application designed to automate the job search and cover letter generation process using AI. This personal job assistant scans job openings on remotive.com and crafts tailored cover letters based on your resume and the job description. Happly was developed to streamline the job search experience and alleviate stress, particularly for those facing challenges in the job market, such as Venezuelans.
In the future, we plan to expand Happly's capabilities by adding support for more websites.
Happly will automatically generate a cover letter when it determines that you are a good fit for a job opening
Dear Hiring Manager,
I am extremely excited to apply for the Python Developer role at Host Wise. The opportunity to add a relevant touch of technology, automation and AI integration to traditional tourism and estate markets resonates with my passions and experience. As a multilingual IT Analyst and Software Developer with a strong background in data analysis, software development, and CRM implementation, I believe I will bring tremendous value to Host Wise's mission to transform the industry of vacation rentals and real estate investment.
As a detail-oriented and highly adaptable individual, I have gained proficiency in programming languages such as Python, Julia, and JavaScript, as well as multiple operating systems and cloud services. This has allowed me to gather and analyze relevant data for businesses and continuously improve its processes by automating and digitalizing them. Additionally, I have experience querying databases like MySQL or PostgreSQL and creating personalized back-office communications to provide property owners with full overviews of their assets and return on investment.
My programming and automation skills have been strengthened through the implementation of Zoho CRM by leveraging Zapier, Python, Zoho Workflows, and Zoho Blueprints to streamline business processes at IP Immigration Pros Inc. Contributing to the largest Latin American NFT project at Philon Group, I developed and deployed multiple Discord bots using the Python Wrapper API for enhanced user engagement and managed client referrals through SQLite, among other tasks.
I believe that my experience, skills, and passion for technology, coupled with my driven attitude and ability to innovate, make me a strong candidate for the role at Host Wise. I am not only willing to learn new skills but also passionate about doing so. The opportunity to work remotely with a flexible schedule and a supportive team that values impact, being data and experiment-driven, and having fun while doing it is an added bonus that demonstrates Host Wise's commitment to ensuring its team members have a healthy work-life balance.
Thank you for considering my application for this role. I look forward to the opportunity to contribute my skills and experience to Host Wise.
Best regards,
- Searches for jobs on remotive.com using keywords extracted from your resume.
- Assesses the degree of alignment between a job opening and your resume.
- Creates personalized cover letters for each matching job opening.
- Saves generated cover letters as individual markdown files in the 'Cover Letters' directory.
- Customizable settings through the
settings.tomlfile, allowing you to modify prompts, models, and more.
- Python 3.6 or later
- An OpenAI API key
- openai
- feedparser
- beautifulsoup4
- colorama
- yaspin
To install the required dependencies, run:
pip install -r requirements.txt
- Clone the Happly repository.
git clone https://github.com/chapig/happly.git
cd happly
- Configure your settings in the
settings.tomlfile.
# settings.toml
# OpenAI API Key
openai_key = "YOUR_API_KEY"
# Model to be used (default is gpt-3.5-turbo)
model = "gpt-3.5-turbo"
# Resume file name and path (default is resume.txt)
resume_file = "resume.txt"
# Save job openings to file (default is True)
save_job_openings = true
prompt_analyze_job_opening_and_resume = """
Please analyze the following job description and the provided resume of an applicant.
Based on your evaluation, determine if the applicant's qualifications and experience align
with the requirements of the job. If the match is strong, respond with 'positive'. If the
match is weak or non-existent, respond with 'negative'.
\n\nJob description:\n{job_opening}\n\nResume:\n{resume_text}\n\n"
"""
prompt_analyze_resume_for_keywords = """
Given the following resume, return the keywords that describe the applicant's skills,
and job experience. Examples: Software Development, Customer Service, Design Marketing,
Sales, Product, Business, Data, DevOps, Sysadmin, Finance, Legal, Human Resources, QA,
Writing. If the resume is not given, or provided please respond with 'No resume provided'
Resume: \n{resume_text}
"""
prompt_write_cover_letter = """
Please analyze the following job description and the provided resume of an applicant.
Create a cover letter to better align with the requirements of the job, highlighting relevant
qualifications and experiences.
Job description: {job_description}
Applicant's resume: {resume_text}
"""- Add your resume as a text file to the project directory, using the file name specified in
settings.toml.
Run the following command in the terminal to initiate the job search and cover letter generation process:
python happly.py
The application performs the following steps to discover matching jobs and produce cover letters:
- Extracts keywords from your resume using OpenAI's GPT-3.
- Searches for jobs on remotive.com based on the extracted keywords.
- Evaluates each job opening's compatibility with your resume using OpenAI's GPT-3.5-turbo.
- Generates a tailored cover letter for each matching job using OpenAI's GPT-3.5-turbo.
- Saves each generated cover letter as a markdown file in the 'Cover Letters' directory.
This project is licensed under the MIT License - see the LICENSE file for details.