(Technologies used: Python, nltk, re, pdfminer, matplotlib) Developed an information retrieval system for Amharic documents, focusing on text preprocessing, indexing, and ranking using TF-IDF and Cosine similarity. Implemented tokenization, stop word removal, and document vectorization to enhance search efficiency.