chatgpt cover letter generator
1.0.0
Asisten bertenaga AI yang mengekstraksi informasi utama dari posting pekerjaan untuk menghasilkan dan memperbaiki surat pengantar khusus yang menyelaraskan kualifikasi pribadi dengan persyaratan pekerjaan, memanfaatkan pengikisan web dan API OpenAI.
Alat bertenaga AI ini merampingkan proses penulisan surat lamaran, mengubah posting pekerjaan menjadi aplikasi yang menarik dan dipersonalisasi. Cukup berikan URL posting pekerjaan dan informasi latar belakang pribadi Anda untuk menghasilkan surat pengantar yang disesuaikan.
Sorotan proyek:
Requests dan BeautifulSoup , dengan deteksi bahasa otomatis menggunakan langdetect .OpenAI's chat completions API dengan structured outputs . Memanfaatkan Pydantic untuk memvalidasi output JSON.chat completions API .Merampingkan proses lamaran pekerjaan Anda dan meningkatkan peluang wawancara pendaratan dengan surat pengantar yang dibuat secara profesional yang secara efektif menampilkan kualifikasi Anda.
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Untuk memulai, masukkan kunci API Anda, URL posting pekerjaan, latar belakang profesional, informasi pribadi, dan motivasi di your_information.py .
# OpenAI API key
OPENAI_API_KEY = "Your_OPENAI_API_key_here"
# Job posting URL
job_posting_url = "https://openai.com/careers/research-scientist"
# Professional background
education = """
Bachelor of Science in Computer Science, XYZ University, Anytown, USA (2015-2019).
Master of Science in Machine Learning, ABC University, Somewhere City, USA (2020-2022)
"""
work_experience = """
Machine Learning Engineer, ABC Tech Solutions, Somewhere City, USA (2022-Present)
- Designed and implemented machine learning algorithms to improve product recommendations.
- Developed and deployed scalable machine learning pipelines using cloud-based platforms.
- Conducted model evaluation and performance tuning to optimize accuracy and efficiency.
"""
skills = """
Programming Languages: Python, R
Machine Learning Frameworks: TensorFlow, PyTorch, scikit-learn
Data Manipulation and Analysis: Pandas, NumPy
Big Data Processing: Apache Spark
Data Visualization: Matplotlib, Seaborn
Version Control: Git
Cloud Platforms: AWS, Google Cloud Platform
"""
# Personal information
name = "John Doe"
address = "123 Main Street, Anytown, USA"
phone = "+1 (555) 123-4567"
email = "[email protected]"
salary_expectations = "$100,000 - $120,000 per year"
possible_start_date = "2024-10-01"
# Motivation for the job
motivation = """
Active and highly satisfied ChatGPT user.
Fascination for data and all things AI.
Use my machine learning skills to contribute to the advancement of AI technology.
"""
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Jalankan cover_letter_generator.ipynb untuk mengotomatiskan setiap tahap membuat surat pengantar yang dipersonalisasi:
Pengikisan Web : Mengekstrak teks deskripsi pekerjaan langsung dari URL posting pekerjaan menggunakan Requests dan BeautifulSoup . Secara otomatis mendeteksi bahasa deskripsi pekerjaan menggunakan langdetect .
Ekstraksi Informasi : Menggunakan OpenAI's chat completions API (beta) dengan structured outputs untuk mengekstrak informasi yang relevan dari deskripsi pekerjaan dalam format JSON. Memanfaatkan Pydantic untuk memvalidasi format JSON terhadap skema yang ditentukan.
{
"employer": "OpenAI",
"job_title": "Research Scientist",
"requirements": [
"Track record of coming up with new ideas or improving
upon existing ideas in machine learning",
"Ability to own and pursue a research agenda",
"Excitement about OpenAI's approach to research",
"Nice to have: Interested in and thoughtful about the
impacts of AI technology",
"Nice to have: Past experience in creating high-performance
implementations of deep learning algorithms"
],
"tasks": [
"Develop innovative machine learning techniques",
"Advance the research agenda of the team",
"Collaborate with peers across the organization"
],
"contact_person": "unknown",
"address": "San Francisco, California, United States"
}
Pembuatan Surat Pengantar : Menghasilkan tiga saran surat lamaran unik dengan menyelaraskan pendidikan Anda, pengalaman kerja, keterampilan, dan motivasi untuk tugas dan persyaratan yang diuraikan dalam deskripsi pekerjaan menggunakan chat completions API dan petunjuk khusus bahasa dalam bahasa Inggris dan Jerman.
Penyempurnaan Surat Pengantar : Ulasan dan Pemurnian Setiap Surat Pengantar chat completions API dengan Permintaan Penyempurnaan Khusus.
Konsolidasi Surat Pengantar : Menggabungkan bagian -bagian terbaik dari setiap surat pengantar yang disempurnakan menjadi satu surat pengantar yang kohesif menggunakan chat completions API dengan petunjuk konsolidasi khusus.
Simpan surat pengantar sebagai file teks : Ekspor surat lamaran konsolidasi dan tiga surat pengantar olahan ke file .txt untuk akses mudah dan pengeditan akhir.
Contoh Surat Pengantar :
John Doe
123 Main Street
Anytown, USA
+1 (555) 123-4567
[email protected]
June 28, 2024
OpenAI
San Francisco, California, United States
Dear Hiring Manager,
I am writing to apply for the Research Scientist position at OpenAI.
With a strong educational background in computer science and machine
learning, along with relevant work experience and a passion for AI
technology, I believe I possess the necessary qualifications and
motivation to excel in this role.
In terms of requirements, I have a track record of coming up with new
ideas and improving upon existing ideas in machine learning. My Master of
Science in Machine Learning from ABC University, along with my work as a
Machine Learning Engineer at ABC Tech Solutions, have provided me with
hands-on experience in designing and implementing machine learning
algorithms. I have also utilized various frameworks such as TensorFlow,
PyTorch, and scikit-learn to develop and deploy scalable machine learning
pipelines. Additionally, I possess strong programming skills in Python
and R, and I am proficient in data manipulation and analysis using Pandas
and NumPy.
Furthermore, I am excited about OpenAI's approach to research and its
impact on the field of AI. As an active and highly satisfied user of
ChatGPT, I have witnessed firsthand the capabilities and potential of
OpenAI's technology. I am also thoughtful about the impacts of AI and its
ethical considerations, making me an ideal candidate for the role.
In terms of tasks, I am confident in my ability to develop innovative
machine learning techniques and advance the research agenda of the team.
I have a collaborative mindset and have successfully collaborated with
peers across organizations in the past. Additionally, my experience in
creating high-performance implementations of deep learning algorithms
aligns with the nice-to-have requirement of the position.
Regarding my education, I hold a Bachelor of Science in Computer Science
from XYZ University and a Master of Science in Machine Learning from ABC
University. My educational background, coupled with my practical
experience, has equipped me with a strong foundation in both theoretical
concepts and practical applications of machine learning.
In terms of salary expectations, I am seeking a range of $100,000 -
$120,000 per year. My possible start date would be October 1, 2024.
Thank you for considering my application. I am excited about the
opportunity to contribute to OpenAI's research efforts and advance the
field of AI. I have attached my resume for your review. I look forward to
the possibility of discussing my qualifications further.
Sincerely,
John Doe
Tinjau draft surat pengantar, pilih versi yang paling sesuai dengan gaya Anda, melakukan penyesuaian yang diperlukan, dan mengirimkan surat lamaran pribadi Anda.
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Ikuti langkah -langkah ini untuk mengatur generator surat pengantar chatgpt di mesin lokal Anda.
Pastikan Anda memiliki yang berikut sebelum melanjutkan.
requirements.txt pada langkah berikutnya. Pastikan Anda memasang PIP . Kemudian, instal dependensi yang diperlukan yang tercantum dalam requirements.txt :
pip install -r requirements.txt
your_information.py : OPENAI_API_KEY = "Your_OPENAI_API_key_here"
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Proyek ini dilisensikan di bawah lisensi MIT.
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Proyek ini dimungkinkan dengan bantuan sumber daya dan tutorial berikut:
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