M*: Next-Gen Knowledge Inference

Transform your data in any shape into intelligent, interconnected knowledge networks. Mstar revolutionizes how AI systems understand and retrieve complex information through advanced graph-based retrieval.

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M* Iterative Concept-Type Path Retrieval and Query Decomposition - PART 1

Powerful Features

Unlock the full potential of your data with cutting-edge graph technology

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Intelligent Graph Construction

Automatically build comprehensive concept-type from structured or unstructured data using advanced NLP and entity recognition algorithms. 4x more entities more than state-of-the-art methods. Concept graphs differ from knowledge graphs by focusing solely on the relationships between concepts, without storing the underlying data.

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Novel Retrieval

Retrieve relevant information with better accuracy than any other available method. Mstar has been benchmarked across multiple criteria, outperforming existing methods in query answering by 30% or more.

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Deep Contextual Search

Surface insights from vast data sources with context-aware semantic search integrated into your workflows. Unlike standard RAG, Mstar excels in multi-hop reasoning, breaking down complex queries into logical steps for precise answers. This can assure you AI is fully understanding your query in a transparent fasion.

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Full Model Transparency

Mstar allows you to trace every AI-generated answer back to its original data source. This ensures complete transparency, making it safe for critical decision-making scenarios where accuracy and accountability are demanded.

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Freedom Of Environment

Mstar works seamlessly in a variety of environments, from local PCs to high-end GPU clusters and public AI endpoints like OpenAI. Its low resource requirements and iterative processing enable secure, cost-effective inference on sensitive data that cannot leave your servers.

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Great visuals

Providing a amazing flow from query to final result will guide you in every step that model is using under the hood. Desigend with a simplicity in mind to allow any users be able to get the maximum out of the platform.