RAG AI Model
Locally hosted AI models with built-in PDF parsing.

This project is an evolving process I have been working on for several months in my spare time.
There are many applications for this, namely in assisting with maintenance tasks.
This is how I learned about machine learning and parsing data. As it stands, the project can assist in tasks
proportional to the host computer's power. Assuming the necessary hardware is present (16+ GB VRAM), the user
should have no problem querying advanced maintenance/repair procedures from a manual up to several thousand
pages in the database, and receive a detailed breakdown with little to no hallucination.
At this time, the code has not been integrated into a GitHub repository, but I would be happy to send
.py files and documentation upon request. Find my LinkedIn on this webpage footer, or my email under
my resume tab.
Tech Stack
- Ollama
- Docker
- Python
- LangChain
- ChromaDB