databugs/careerassistant

AI Career Assistant

AI-powered career growth assistant for Data Science and Analytics.

How To Use the Bot

Using the bot is straight forward. You must have telegram installed.

Get started here

After opening the bot, click on start or type and send /start to get started.

The bot will ask for your job title, level, and Industry. It will then use the information it has gathered to generate a list of projects you can do to take your career to the next level.

Technology

• langchain
• Open AI
• python-telegram-bot
• FastApi
• Render (Webhook)

Installation

1. Create a folder

    mkdir mynewfolder

2. Change directory to the new folder

    cd mynewfolder

3. Clone this repository

    git clone https://github.com/databugs/CareerAssistant.git

3. Change directory to CareerAssistant

    cd CareerAssistant

4. Create and activate a virtual environment

    python -m venv env && .\env\Scripts\activate

5. Run this to install all requirements

    pip install -r requirements.txt

6. Start the server

    python main.py

Environmental Variables

Here is a list of all the environmental variables used here:

• telegram token: you need this to communicate with the telegram's api.
• openai api-key: you need this to to interact with all the text models they provide.
• secret-token: this token helps us to validate that the update we are recieving is in fact coming from our bot.
• webhook url: all updates from telegram are sent to this url.

Note

The bot is live here. It is presently using my OpenAI api-key. Alternative options are under development.

Roadmap

• Add the option to use this without webhook
• Add a conversational and memory feature