Hybrid Search With The OpenAI Assistants API

The OpenAI Assistants API lacks native support for hybrid search and metadata indexing, a gap that Ragwalla's implementation addresses. By enabling robust metadata filtering, developers can gain precise control over their vector database search scope, which significantly improves the relevance and accuracy of query results. The system allows for defining custom metadata indexes and using various filtering operations like equality, inclusion, and range queries to pre-filter data before a semantic search is executed. This hybrid approach boosts both performance and precision, offering flexibility through manual or LLM-automated metadata generation.