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This web application uses generative AI models, together with the LinkedIn and SERP API to make tailored job suggestions

License: MIT License

Shell 0.38% Python 99.62%
generative-ai gpt-3-5-turbo huggingface langchain linkedin-api llms openai prompt-engineering serpapi streamlit-webapp

job-role-generator's Introduction

Job role generator

This Streamlit web application uses generative AI models, together with the LinkedIn API and the SERP API to make tailored job suggestions.

The end-to-end process for this application can be summarised as follows:

  • User enters their LinkedIn profile
  • A request is made to the LinkedIn API to retrieve their information
  • The search results are summarised using a prompt template, generative model and LangChain
  • Finally, the jobs are generated using the model, and displayed using Streamlit

System design

Models

Requirements

python -m pip install -r requirements.txt

Run App Locally

source build.sh

Run App with Streamlit Cloud

Launch App

License

Distributed under the MIT License. See LICENSE for more information.

job-role-generator's People

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