Hyper Nova
your data, your project, our framework
Fully Governed Agentic Reasoning Framework
The A.I. Governance
Nova family
Hyper Nova suits your Project
Hyper Nova is designed to leverage superior reasoning capabilities to develop your own projects based on your datasets, collections and archives.
Hyper Nova:
Your data, your archives, your projects.
Your Own Projects
Our Reasoning Framework and your dataset, your articles, your archives and collections together for yor best Projects and Researches.
How Hyper Nova works
The Reasoning Stages
First LLM involved
The user Question and the Context: distinguish between these two informations is the assignments for the first LLM in the Framework and for the data contract with the Second LLM.
Second LLM involved
Conversation Understanding: This LLM resolves the follow-ups and the implicit meaning in the structured data received by the previous LLM in the framework.
Third LLM involved
Complexity Routing: with the data received, a specialized LLM evaluates implicit and explicit concepts and their numbers to choose the right level of effort.
Fourth LLM involved
Structured Retrieval Plan: The data contract between LLMs stipulates that, at this stage, the user’s intent is translated into a search strategy.
Fifth LLM involved
Bounded Execution: The LLM handling this stage is tasked with performing every encoding operation in a secure and confined manner for the next stage.
Sixth LLM involved
Hybrid VectorDB Search: The Model handling this stage receives the retrieval plan from the previous one and executes it by combining conceptual and lexical search.
Seventh LLM involved
Evidence Fusion and Rerank: At this stage, the LLM involved receives the results of the lexical and semantic searches and combines them according to defined coefficients.
Eighth LLM involved
Cited Answer Synthesis: This LLM finally produces an analysis of the obtained data and a conceptual synthesis of the response to be provided to the user, incorporating the necessary citations to link every conclusion to its source.
Hyper Nova…
And the others
Nova
