Update README.md

final fixed ui

the final commit fixed ui and cleaned the code in backend

Revise README for AutoResearch Pro

updated frontend and increased the generation speed

created a new function to download the report and fixed the llm to execute fast so we use the 0.5b and 1.5b

fixed question and answer bot using qwen2.5:0.5b model

fixded the backend errors and commited

day4 fix - improved the data quality and fixed the frontned

frontend created and fixed the llm in backend

Day 2 - i inserted the local llm (ollama qwen2.5:1.b) model

milestone: Day 1 complete - ingestion, chunking, embeddings and FAISS retrieval working

Initial commit