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Vedantjn / smooth-hire

SmoothHire is a SaaS job application platform that simplifies the hiring process. Offer a seamless experience to applicants and streamline recruitment for companies, eliminating the complexities of traditional portals.
https://smooth-hire.vercel.app
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Add a resume parser #1

Open Vedantjn opened 1 month ago

Vedantjn commented 1 month ago

Add a resume parser that parses the resumes that are being uploaded, then fill them in a form that asks for only the essential information, and makes the job applying process an easy task as compared to Workday or any other platform.

Ayush05m commented 1 month ago

Hy, I will do the task because I want to explore how this can be done and implemented, we should approach with the cloud based services for better efficiency. Have you made the backend of the project, without backend we have to go with the react libraries which may not be as efficient as the cloud based.

Vedantjn commented 1 month ago

Hey @Ayush05m, thanks for your input!

Could you clarify which specific cloud-based service you're referring to for the resume parsing? I'd also love to know which particular React libraries you had in mind for implementing this feature if we were to go the frontend-only route. For now, I'd prefer to explore free solutions. Regarding the backend, I'd encourage you to go through the codebase first to get a better understanding of the current setup, and we can plan its implementation based on that.

yashbudhia commented 1 month ago

is it fine if i use LLM's for it

Vedantjn commented 1 month ago

@yashbudhia exactly how?

yashbudhia commented 1 month ago

Once The user uploads resume via a post method , the method will then be passed onto pdfminer to covert it into text which then will be passed through structured prompts to groq chat client to extract important details like - Name Email Phone Number Education Work Experience Skills Certifications LinkedIn/GitHub Profile Links

, How's this for a start?

Vedantjn commented 1 month ago

@yashbudhia that sounds amazing! Is Groq free? I'm assigning this to you. Also, please go through the entire codebase first.

yashbudhia commented 1 month ago

yup groq is free but has token limits , im assuming for starting its fine , as the website grows , we will just upgrade , also i will require some time to implement this . Thanks for assigning this to me

Vedantjn commented 1 month ago

Yeah, this token limit thing sucks, but good for now, take your time.

Ayush05m commented 1 month ago

I'm sorry for the late reply but that's a great idea and interesting to implement. Although I'll search for alternate options as well.

Vedantjn commented 1 month ago

@Ayush05m, for now, I've assigned this to @yashbudhia, you can checkout different issues.