Module result_processor 

Result processing with semantic embeddings and official source ranking

This module processes raw search results by:

• Using semantic embeddings for similarity scoring
• Applying official source priority boosts
• Ranking results by combined relevance + authority scores

Functions

deduplicate_results

Deduplicate results based on content similarity

enhance_results

Enhance results with additional metadata

filter_non_technical_domains

Filter out non-technical domains when processing technical queries (LLM-enhanced only)

filter_quality_results

Filter results to remove low-quality or duplicate content

process_with_embeddings_and_analysis

Process search results with semantic similarity and query analysis context

process_without_embeddings

Process search results without embeddings (fallback method)