#semantic-search

#semantic-search

Basic RAG performed well for general topics but struggled with questions involving time, like identifying workshops next month, due to lack of metadata filtering.

Extracting metadata from research papers facilitates better academic search and retrieval dynamics. By building semantic embeddings for metadata, users gain enhanced search capabilities that match user queries with relevant content.