Technology Stack

Author: Jesse Palarus, Amela Pucic, Hafidz Arifin, Felix Nützel, Emanuel Erben Date: July 2023

Programming languages and framework

• Slack Bot:

  • Python 3.8

• QA Bot:

  • Python 3.8

• DataProcessing:

  • Python 3.8

Database management systems

• Weaviate

Third-party libraries and components

• Slack Bot:

  • Slack API
  • Slack-sdk
  • slackclient
  • slack-bolt

• QA Bot:

  • WizardLM
  • flask
  • huggingface_hub
  • gunicorn
  • llama-cpp-python

• DataProcessing

  • pdfminer.six
  • pdf2image
  • pytesseract
  • nltk
  • Web-scraper/loader:
    • Atlassian-python-api
    • Selenium
    • beautifulsoup4
    • requests
  • Connection to the different data sources:
    • Slack-sdk
    • google-api-python-client
    • pydrive2
    • google-auth
    • google-auth-oauthlib
    • google-cloud-storage

• Common

  • prettytable
  • LangChain
  • Instructor
  • InstructorEmbedding
  • DeepL API
  • Spacy
  • sentence-transformers
  • google-cloud-storage
  • python-dotenv

Development tools and environments

• Version Control System:

  • Git / GitHub

• Package Manager:

  • pip (bundled in python)
  • venv (bundled in python)

• IDE

  • PyCharm

• CI/CD:

  • GitHub Action

Infrastructure components

• Google Cloud
• Weaviate