is the length of the search string, rather than scanning all 150,000 lines.
To enable instant searching, store the data in a Trie (Prefix Tree) or a Hash Map . This allows for search time, where
A backend endpoint that takes a partial string (e.g., "SW1") and returns the top 5–10 matches from the 150k list. 150k UK.txt
If the file is a list of UK postcodes, you can store them in a lightweight local database like SQLite to handle more complex queries, such as "all postcodes in London." 2. Key Components to Build
A search bar with a dropdown menu that updates as the user types. 3. Advanced Feature Ideas is the length of the search string, rather
Use a library like RapidFuzz to handle typos in user input.
If the file contains words or sentences, use spaCy to perform Named Entity Recognition (NER) to identify UK-specific locations or organizations. If the file is a list of UK
Is there a file splitting code or software out ... - ResearchGate