A search bar with a dropdown menu that updates as the user types. 3. Advanced Feature Ideas
If the file contains words or sentences, use spaCy to perform Named Entity Recognition (NER) to identify UK-specific locations or organizations. 150k UK.txt
A text file of this size (150,000 lines) is small enough to load into memory for instant querying but large enough to benefit from optimized search patterns. 1. Technical Implementation A search bar with a dropdown menu that
To enable instant searching, store the data in a Trie (Prefix Tree) or a Hash Map . This allows for search time, where 150k UK.txt
A backend endpoint that takes a partial string (e.g., "SW1") and returns the top 5–10 matches from the 150k list.