Moorcheh: Search Beyond Distance.
Discover True Relevance.
Experience the next generation of semantic search and AI. Our information-theoretic engine delivers unparalleled speed, accuracy, and insight from your text and vector data.
See Moorcheh in action - Live console demo
Tired of "Close Enough"? Demand "Exactly Right."
Traditional vector search often relies on simple distance metrics (like L2 or Cosine) that can miss true semantic connections or get bogged down by computational overhead. Scaling these solutions is complex and costly, and their "black box" nature offers little insight into why results are relevant.
Moorcheh redefines semantic search from the ground up. Built on a patent-pending, information-theoretic foundation, we transform your data into highly efficient binary representations (Maximally Informative Binarization - MIB) and rank results using our Information-Theoretic Score (ITS).
Key Benefits
Lightning-Fast Processing
Convert data into information-rich binary fingerprints for rapid processing and comparison
Precise Results
Leverage fast binary comparisons and our Information-Theoretic Score (ITS) for semantically accurate matches
Efficient Storage
Reduce storage requirements while maintaining high information density through binary representations
NEW: Our Generative AI Response feature enables a complete RAG system, generating AI responses from retrieved context in a single API call.
Powering Next-Gen AI Applications
RAG in One API CallFeatured
Create complete Retrieval-Augmented Generation systems with a single API call. Our Generative AI Response feature handles search, context formation, and response generation automatically.
Learn moreBlazing Fast
Experience search speeds orders of magnitude faster. Our Efficient Distance Metric (EDM) on binarized vectors makes real-time semantic search a reality, even at scale.
Learn moreUnrivaled Accuracy
Go beyond simple proximity. Our ITS ranking, rooted in information theory, uncovers deeper semantic relationships, often outperforming traditional float-vector metrics in true relevance.
Learn moreNormalized & Explainable Scores
Get consistent, universally comparable ITS scores (0-1). Understand why results are relevant, set meaningful thresholds, and build more reliable AI applications.
Learn moreIntelligent Data Ingestion
Upload raw text and let Moorcheh handle embedding and binarization, or bring your own pre-computed vectors. Maximum flexibility for your data pipeline.
Learn moreServerless & Scalable API
Our cloud-native API is built for scale. Pay only for what you use and never worry about managing infrastructure again.
Learn more