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Overview

Collection of Data & AI examples regarding this blog series on medium. Description of the subfolders:

  • regression: Train and save a network, deploy an application using streamlit and create an image from the dockerfile.
  • img2text2story2speech: Example application to describe an image as text, tell a story based on this text and provice an audio file of the story.
  • ragSimple: Simple RAG or chatting with local PDFs.
  • ragComplexPdfs: RAG or chatting with more complex PDFs.
  • sqlAgent: Agents to chat with a database.

Setup

I am coding on a Windows machine using python 3.12.1. To setup the dependencies for this whole repository, you can run

python -m pip install -r requirements.txt

Postgres

If problems with settign up Postgres, it might help to change 'method' to 'trust' here: "C:\Program Files\PostgreSQL\15\data\pg_hba.conf" This allows for a connection without entering password.

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  • Jupyter Notebook 98.3%
  • Python 1.6%
  • Dockerfile 0.1%








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