End To End Resume Application Tracking System(ATS) Using Google Gemini Pro Vision LIM Model

github code :github.com/kri...
In this video I will be creating an end to end ATS project uing Google Gemini Pro Vision API. From this projects you will be to analyse your resume and compare it with the jobs description and find suggestion with respect to what all improvements you can bring.
Credits To Sai: / urn:li:activity:714674...
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[@krishnaik06]

Interestingly in 2024 many companies are going to use Generative AI LLM models and LIM Models to solve various business usecases. AI field is really becoming dynamic.Lot of changes are coming from Traditional Machine Learning to Generative AI.This field is changing dynamically and we need to update ourself as we go ahead. Join my telegram group where I post and discuss these types of content.Happy Learning!! Make sure you have telegram installed in it. t.me/+V0UeLG8ji-F8ThNb

[@ARkhan-xw8ud]

Hi sir, can you make the custom chatbot project using gemini

[@saikoushik7026]

Thank you sir, Honestly I learnt more from you than from my masters degree in US. Your Data Science PW skills is a killer must take program. I spent 60k$ for my Us degree but just by spending 50$ i learnt more. Proud to be part of Krish Naik Community ❤

[@abhijitbhandari621]

These prompts worked well for me: 1) Keypoints in my Resume Extract technical skills, soft skills, education details, and experience/project information directly from the resume. Only include information explicitly stated in the resume for each category. 2) Match with Job Description Given a resume and a job description, generate a table illustrating the match. Use cues to represent high, medium, and low match areas, highlighting strengths and weaknesses. 3) Keywords Missing in my Resume based on Job Description Analyze a resume and job description. Identify keywords and skills from the job description absent in the resume. Prioritize based on frequency and relevance to the job. Provide suggestions for integrating these keywords into the resume, emphasizing achievements and quantifiable results.

[@rohinishree4238]

I got error related to poppler thaat is poppler path is defined how could you resolve it?

[@anushatomar]

@@rohinishree4238 hey did you get to know how to resolve it?

[@GAurAv-tn7wg]

The way you teach us we are blessed to have tutor or a big brother in Most important phase of every students life who learn Ai, data science and machine learning. Thanks for this sir...😊❤ I am student of artificial intelligence and data science engineering. Currently in final year and learning Genai from your videos. Thanks for this series...❤️

[@movie6819]

Thank you Sir. I am from Bangladesh. I really appriciate your work. And I'm successfully run this Project.

[@lixiasong3459]

Thanks a ton for another amazing video - your content never fails to impress!

[@aishu2623]

A great competitor for code basics

[@rvrv8508]

Sir this is superb . I join data science pro batch from pwskills and they provide superb quality of content to us.

[@radhikaagarwal9211]

Thank you, Sir, the video has been of so much use. Can you let me know how to upload multiple PDF resume files so that the program can give me results of 100 resumes simultaneously and I can compare statistically which candidate is better to be selected if I were to be a hiring manager.

[@Haven_Hue]

Sir 🔥🔥 laga rahe ho ap, Thank you very much sir.

[@vamshi-c7o]

Thank You Mate

[@Karthik-wj5rs]

There is a KZbinr who has ♾️ Potential

[@pragneshsolanki8243]

How to install "poppler" in "hugging face spaces" ?

[@aadityaadyotshrivastava2030]

Great 👍🏼 killer one ❤

[@biswajeetd1232]

While executing the app getting below error NotFound: 404 Gemini 1.0 Pro Vision has been deprecated on July 12, 2024. Consider switching to different model, for example gemini-1.5-flash. Are we having free access to do this ?

[@dakshpatel4557]

can we do this using langchian ? sir please explain this and build the same application using langchainn

[@aishu2623]

A video on url and KZbin summarizer using Google gemini pro

[@JeevankumarKodali-c5k]

Can anyone has an idea how to resolve the following error: "PDFInfoNotInstalledError: Unable to get page count. Is poppler installed and in PATH?"

[@Shilpashaw-uj5pk]

environment i have installed from poppler still same issue is coming so how to resolve it ?

[@missionjee4259]

Sir, I am getting this error on executing the above program raise PDFInfoNotInstalledError( pdf2image.exceptions.PDFInfoNotInstalledError: Unable to get page count. Is poppler installed and in PATH?

[@rambaldotra7259]

Same

[@coder8176]

@@rambaldotra7259 @missionjee4259 Try restarting VS code. It worked for me.

[@nehagour9707]

same

[@dineshkr7741]

Same here too

[@sourasishbiswas8310]

i keep getting an error saying utf-8 cannot decode byte in position 14,15 how do i fix this ?

[@himanshuatri3232]

can anyone explain why he converted the PDF to image instead of extracting text from the resume and passing that. text works better in LLMs and resumes are mostly text.

[@s.viswanath5410]

Hi sir, This is the error i am getting :PDFInfoNotInstalledError: Unable to get page count. Is poppler installed and in PATH?

[@parthdeshwal4419]

I am quite proficient in python but don't know anything about ML can i follow his Langchain's playlist?

[@RamonX69]

Ahhhhh, the enemy of all candidates.

[@RamaChandran-fc3hp]

Why the heck you are considering him as enemy ? If you learn the same data science, ml, Dl and gen ai in college, they will rob your asserts by saying term fees. He is giving the quality education to all by free.

[@RamonX69]

@@vishalkumarsingh9009 wtf, let's say hypothetically that this video is to only make views, how about the other projects and machine learning Playlists... Please use what's between your shoulders before spitting nonsense.

[@francis6303]

@vishalkumarsingh9009 why else would anybody make a youtube video? If you dont like the content just dont watch it. Nobodys forcing you to

[@VINEETKUMMAT]

With Resumes Job applications happens so yes enemy of all aspirants/candidates.

[@ag_kishan27]

sir please make a video if we upload audio/video then it gives the description.

[@amitkonde863]

1st ❤

[@rushikeshkakde6759]

Thank you sir ji

[@ahirentertainment9239]

Hi Sir, I am getting this error "PDFPageCountError: Unable to get page count."

[@rohinishree4238]

Same error do you resolve it?

[@Sheershkaushik]

Hey Krish, I have been following your playlists for a while now. I started trying the Generative AI videos but sadly Google AI Studio is not available in the UK yet. Is there something that I can do instead?

[@ARkhan-xw8ud]

Go for opensource model like mistral or llama2

[@rvraghvender]

@@ARkhan-xw8ud Generally, for running opensource model we don't have API's and hence it is required to run locally. And beleive that most of us don't have high performance machine to run them. Do you know any other way to run them?

[@ARkhan-xw8ud]

@@rvraghvender run on colab na

[@ARkhan-xw8ud]

@@rvraghvender and make gradio interface

[@munnakumarsah3209]

Thanks Krish😇👏

[@nikhilmugganawar]

Please share information about the pricing model for the LLM model used

[@amansinha1386]

Par isko streamlit m host kese karenge...

[@mainakkarmakar8604]

Sir I did not able to understand the prompt portion...whether the are just print on the screen or something else

[@deepakrajs6827]

I had a error called "PDFInfoNotInstalledError: Unable to get page count. Is poppler installed and in PATH?" what i need to do for it

[@siddharthaarora4351]

same

[@himanshudash5512]

thank you sir

[@deepprajapati7608]

Hello, i have followed all the steps but the there is page reading error saying poppler path not found instead popple already in system variables, why?

[@krishnaik06]

Check the complete video i have spoken about the error

[@deepprajapati7608]

@@krishnaik06 thank you for your support but before beginning to run the project i first setup the path of poppler bin in the system variables and then i began coding, but after doing that it shows that not popple path not found, thats why i asked

[@nickchern392]

​@@krishnaik06 It's hard to imagine the scale to which you don't give a heck about students that you've put prerequisites at the end of the video ;) Nice care dude ;)

[@deepprajapati7608]

@@nickchern392 excuse me what do you mean by that? Even though we are students, we follow the video properly and listin and do as they say and we have our skill sets too

[@phanindra.madduru]

Why do we have to convert PDF to img? Why not PDF to text? Why complicate?

[@kanishksanger847]

I have the same query, have you found an answer to this yet?

[@sasankyadav8909]

I'm getting ModuleNotFoundError: No module named 'google.generativeai' error. How to resolve?? and also I'm getting blank page. Please help m,e to resolve, I've stuck in the middle.

[@divyagarh]

This is great! Thanks for uploading. Is there a way to do it using - gpt-4-vision-preview?

[@rajeshkannan8608]

After i upload a pdf file, it shows error "AxiosError: Request failed with status code 403", how to solve this?

[@aishu2623]

Sir can you make a video on chat with multiple urls where u can upload a link from Google of a article or a KZbin link and get the summary and ask one on one question...... Sir , please don't skip the comments for my 6th sem project I am working on chat with multiple pdf's if i can add urls also , thn it would be a great project as a student... Plz provide a video regarding this !!

[@kanishksanger847]

@krishnaik06 Sir why are we converting PDF file to image and not just extracting text to pass it as input context? Is it because it might run into token limit error or something like that? If yes, then will it help if we use chunking?

[@nirmalkumarkosuru4079]

I tried the way you suggested. I get the error "AxiosError: Request failed with status code 403" when I try to browse and upload the pdf file. what am I doing wrong? Please suggest..

[@Joyboy_the_original_one]

I am getting following error AttributeError: module 'google.generativeai' has no attribute 'GenerativeModel' does anyone got this and how to resolve this???

[@jacksparrow50]

Can a similar project be made from scratch? Instead of using the Google Gemini API

[@sagarmohod5813]

I have run this code and every time it is giving different match with same data. It is not accurate

[@demon-h5p]

Hii krish, getting below error once i click on button PDFInfoNotInstalledError: Unable to get page count. Is poppler installed and in PATH?

[@AKA-SSH]

I am getting the same error, even though I have installed and made a new env. variable for poppler just as shown in the video.

[@rohinishree4238]

Yes I do the same , even after I get same error do you resolve it?

[@pradeepreddy-wd2nd]

Hi @krish I have followed all the steps which you mentioned. When i browse the resume, i got the error 'AxiosError: Request failed with status code 403'. Do you know how to fix this?

[@swatigupta5572]

Hi krrish, can we implement this on cloud. As local computer memory won't be sufficient I guess

[@HarshGupta-xj6kg]

Can you pls give a direct link for the streamlit product??? Pls somebody help @Krish Naik

[@nutanamru4596]

Didn't told us how to drag and drop poppler folder

[@CodeWonders_]

More video like this..

[@viplovethakran1505]

Hi krish sir, i have done everything but everytime i am getting error regarding api key error

[@Cheers14a]

Krish NLP & Deep Learning should we do or not? Cause I'm going to prepare for interviews. Plz reply. Already Im late for doing Data science course and in that 1 year I stopped doing Data science. Shall I prepare for NLP,ML, Deep Learning? Plz reply

[@anshuman7559]

Why I'm getting this error everytime: "DefaultCredentialsError: Your default credentials were not found." Please help.

[@karuppasamyv6719]

Same error I too also I tried with different style till I got that same error

[@chinmayoutube]

@@karuppasamyv6719 same error. Did you get it solved?

[@tahseenabbas52]

Hey krish, will this pdf2image package work in linux environment ? As it need some dependency to be installed along with it.

[@saiveeramalla5507]

Text to sql?? Can we make a model like that??

[@sudhiryadav89823]

I am not able to venv environment

[@padmanabharamanna657]

Please send how to check AT S with resume or send me link

[@Ankur-be7dz]

What to do if we are sharing the code via github or something else, then how to install that poppler dependency? Do everyone have to install poppler windows everytime to run this code?

[@asmasaduf6257]

i am also facing error due to poppler dependency

[@yashsrivastava677]

%age match always shows as 75%. Gemini model is not good.

[@cocgamingstar6990]

pdf2image not working

[@prateekporwal5419]

Can i upload multiple resumes?

[@sawankumar2088]

Bass bass yahi project chahiye tha sir

[@Shivadsh]

Is Google Gemini API free ?

[@zakigundagi3840]

For calling the API, are there any charges. I'm unable to find this out?

[@NoorainRazaEC]

no there is no charge for this API.

[@bilalhassankhan221]

where to run this code?

[@priyankaPanji-f6j]

hi krish, I am facing issue with pdf2image, followed all steps still it is same.is there any other way to import this library? thanks for your innovative projects.

[@coder8176]

Try restarting VS code. It worked for me.

[@gkoranath4525]

Hi @krishnaik06, thank you for this tutorial. Just a heads up, when I tried to implement this, after I uploaded the file, I came across an error: AxiosError: Request failed with status code 403. This can be fixed if the streamlit library version is 1.24.0

[@vinaycshekhar6502]

Thanks buddy

[@mahikhan5716]

"def input_pdf_setup(uploaded_file): if uploaded_file is not None: ## Convert the PDF to image images=pdf2image.convert_from_bytes(uploaded_file.read()) first_page=images[0] # Convert to bytes img_byte_arr = io.BytesIO() first_page.save(img_byte_arr, format='JPEG') img_byte_arr = img_byte_arr.getvalue() pdf_parts = [ { "mime_type": "image/jpeg", "data": base64.b64encode(img_byte_arr).decode() # encode to base64 } ] return pdf_parts else: raise FileNotFoundError("No file uploaded")" could anyone explain what's happening in this part, i am not getting here

[@p_k_repswal]

Which extension you are using which is just next to the code runner

[@souvik_official]

When I host this on streamlist it does not run. It shows PDFinfoNotInstalled. I have installed Poppler and it works fine on local machine but when I host it it gets the error. Please help!!

[@siddharthaarora4351]

same

[@abhiabhib5215]

@@siddharthaarora4351 same here

[@harjaspreetsingh3592]

Getting this error in vscode python version 3.12 AttributeError: module 'google.generativeai' has no attribute 'GenerativeModel'

[@rajshekhar1036]

how didi u resolve this issue i am also getting same error

[@118_debarghyaroy5]

my .txt file is not getting installed, what should I do

[@ApurvaKashyap-kj6qz]

thanks a lot .. can anyone flash over how can i deploy this and is everything (i meant every API and keys ) used in this project is free even after deployment ???

[@nipungupta9914]

Hi sir, can you please explain why it was required to convert pdf into image for this application ?

[@AtharvaWeginwar]

Hi Krish, I am getting this poppler error "Unable to get page count. Is poppler installed and in PATH?" in Mac OS , could you or anyone help me in that?

[@sheikhobada8305]

Same error occur

[@reshmachikhale5154]

sir i am currently enroll Full stack data science pro in P.W , currently i am learning basic DSA , sir please give us complete MLOPS 2024 roadmap , how to learn it , projects and sir machine learning will be taught by you in the course ? sir there is MLOPS developer Ayush singh he is also youtuber , his journey is inspiring , he also teach MLOPS , can we have a podcast with him on your channel , how he learn and how should we start Mlops .

[@dakshpatel4557]

Can we do it with langchain??

[@sounakjyotim-0532]

Thanks bhaia for making another interesting project.

[@sasankyadav8909]

facing error : TypeError: argument of type 'Part' is not iterable

[@Tarunpreetkaur-g1c]

Hi sir, why do you convert pdf to IMG..why not directly convert pdf to tokens

[@MarutiIrakar-z2e]

it is opening as localhost can you tell me where I am wrong

[@rockstar3191]

Streamlit 1.30 version, getting status code 403 error when uploading pdf. Can anybody please help?

[@pradeepreddy-wd2nd]

I am also facing same issue let me know if u found the root cause

[@elsyabraham1008]

Hi @krishnaik06, I have followed all the steps which you mentioned. When i browse the resume, i get the error 'AxiosError: Request failed with status code 403'. Do you know how to fix this?

[@pradeepreddy-wd2nd]

I am also facing same issue did u fix that

[@elsyabraham1008]

Not yet@@pradeepreddy-wd2nd

[@shivam9252]

@@elsyabraham1008 I am facing the same issue, installed poppler as instructed, still facing the same issue, let me know if you came across a solution, thanks !!

[@himanshudash5512]

please make more videos