This function performs an optimized fuzzy search on a given QA dataset using vectorized operations for efficiency. It calculates a composite score for each entry based on weighted fuzzy matching of the query against the title and description fields.
- Weighted Matching
- Customize the importance of title and description fields using configurable weights.
- Boosts the score if the query is found as a substring in the title or description, ensuring more relevant results are prioritized.
- Filters out results with scores below a specified threshold to improve result quality.
- Supports paginated results for better usability with large datasets.