About Moorcheh
Pioneering Information-Theoretic AI to revolutionize how we understand and process data
The Moorcheh Story
Born from a vision to overcome the inherent limitations of traditional vector search, Moorcheh represents a paradigm shift. Our founders, driven by deep research into information theory and its application to high-dimensional data, developed the MIB, EDM, and ITS technologies.
We saw the need for a search solution that could deliver both speed and profound semantic accuracy without the typical trade-offs.
Our Technology
At the heart of Moorcheh are three core innovations:
Maximally Informative Binarization (MIB)
Converting dense vectors into compact, information-rich binary codes
Efficient Distance Metric (EDM)
Leveraging hyper-fast bitwise operations for initial similarity assessment
Information-Theoretic Score (ITS)
A novel, normalized scoring mechanism that provides a superior measure of semantic relevance
Empowering with Information-Theoretic AI
Our Mission
"To empower developers and organizations with AI tools that are not only powerful and efficient but also grounded in a fundamental understanding of information. We believe the future of AI lies in systems that can truly comprehend and rank relevance with exceptional clarity and speed.
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The Power of Collective Intelligence
Moorcheh, meaning "ant" in Persian, symbolizes diligence, intricate networking, and the power of collective intelligence in finding optimal paths – much like our engine sifts through data to find true relevance.
Challenging the Norm
For years, semantic search has relied on geometric distances in high-dimensional embedding spaces. While useful, these metrics are proxies for true semantic relevance. We've built a more fundamental, information-centric approach.
Information-Theoretic Foundation
Our core research is rooted in Shannon's Information Theory. We believe that the 'similarity' between concepts can be more accurately quantified by how much information one concept provides about another.
Join Us
We're passionate about pushing the boundaries of AI and search. If you're excited by our mission and technology, we'd love to connect with you about partnerships and opportunities.