Combines keyword (symbolic) search and semantic (vector) search across multiple modalities for improved retrieval performance.
Hybrid search combines traditional keyword-based search with modern semantic search capabilities. This approach leverages both exact matching and semantic understanding to provide more comprehensive search results.
Implements both inverted indexes for keyword search and vector indexes for semantic search. Uses ranking fusion techniques to combine results from different search methods and modalities.
Connect a bucket and Mixpeek runs the whole multimodal search pipeline for you: extraction, indexing, and search over your own objects. No models to wire up, nothing to host.
Start with ManagedKeep your embeddings on your own cloud and run dense, sparse, and BM25 search directly on object storage. From $25/mo.
Start with MVS