MotivAI

This project is an ia agent created with langchain in python and which aims to create cover letters by being able to search the internet for information on the company in question and adapt to a template letter, your profile and a job offer if there is one, using the power of an llm of your choice.

• Tavily Rrsearch tool
• Langchain documentation

How to use it

Installing dependencies

pip install -r requirements.txt

Fill API key

you need to fill the .env file with your tavily APi Key

TAVILY_API_KEY=<your key>

Setup your local llm

To run this project you need a local llm on a local server. For this you can use LM Studio Recommended model : meta-llama-3.1-8b-instruct

Fill your data

Then your own data in the data.json

Run it

python main.py -n "Company Name"

# Generate a cover letter in English
python main.py -n "Company Name" -l "en"

# Generate a cover letter with a specific job offer
python main.py -n "Company Name" -l "en" -o "path/to/job_offer.txt"

Acknowledgements

• https://github.com/Bredda/genai-talk-notebooks

• https://www.youtube.com/watch?v=yF9kGESAi3M