My collection of experimental projects written to explore AI engineering with the focus on natural language processing ( NLP )
In this repo I explore concepts related to AI engineering and NLP with the goal of building core components of AI backed systems. My goal with the components is to create them in a way that follows OOP application design principles, ready for potential scaling but at the same time keeping things relatively simple. Initial inspiration for projects comes from ai_engineering_hub. Besides that I explore topics of computational linguistics, machine learning and robotics. So this collection is primeraly meant for backend systems.
types of systems you can find here:
- optical character recognition ( OCR )
- retrieval augmented generation ( RAG )
- model context protocol tools ( MCP )
- automations with AI
- AI agents
Each project has it's own setup and installation guides in a separate readme file. You also can expect some project to be built on top of locally running models.
Feel free to contact me if you want to develop a custom AI solution or want to adapt one of the projects for your business case