pravalika-mekala/18_Error404 ? reverse-engineered prompt

Build me a Streamlit app that lets me ask questions about a table of world cricketers in plain English and get accurate answers back from the data. It should handle things like listing all matching players, counting them, and answering simple profile questions without making things up. I want it to work well with structured data, so use metadata filtering for things like country, role, batting hand, bowling arm, bowling style, and active years, then use semantic search only when the question is more open ended.

Please include a clean web interface, a way to load the cricketer dataset from Excel or CSV, and store searchable embeddings in Qdrant. If a question can be answered exactly from filters, return the full matching list or count instead of just the top few results. If you need current docs for Streamlit, Qdrant, or any model setup, look them up online. Also add a simple debug view so I can see what filters were extracted and what context was used for the answer.