updated caching

[Iamogeee]

Key Changes

Caching Queries with Results: Only queries that return at least one result are cached, ensuring that unnecessary queries do not consume cache space.

User-specific Cache Entries:

• Cached entries are set along with the users that made the same query.
• On a cache hit, the existing cached results are returned and updated with the user.
• On a cache miss, the query results are fetched from the inverted index, cached, and associated with the user.

Personalized Search Results:

• Implemented a personalizeResults function to personalize search results based on user interactions.
• Rated interactions have the highest score, followed by liked, saved, and viewed interactions.
• The search results are sorted according to these scores to provide more relevant results to users.

Improved Search Performance Using Stop Words:

• Implemented a mechanism to identify and filter out stop words from business overviews.
• This improves the efficiency and accuracy of the search functionality by focusing on relevant terms.

Screenshots:

Project Demo:

Loom Message - 26 July 2024 - Watch Video