This repository contains the code for a Q&A system that generate answers to questions based on the knowledge from my second brain. The original report was produced as part of Minerva University course "Finding Patterns in Data with Machine Learning" (CS156) Fall 2023.
I refactored the code from Jupyter Notebook to Python scripts and added a few more features
- Added tests for data processing
- Change the naive RAG infrastructure to agentic RAG to improve the performance on more complex queries, such as multi-hop questions
- Change to public data to turn this project into an experimental setting
- Language: Python 3.11
- Framework: LlamaIndex
- LLM: OpenAI API Mistral model