Query Translation Engine

At the core of Oraculum lies its proprietary Query Translation Engine, responsible for converting free-form natural language into structured, executable blockchain queries. It operates through a three-stage pipeline:

• Semantic Deconstruction: It parses user input using transformer-based NLP to extract key entities such as wallet addresses, tokens, timeframes, and transaction types.

• Schema Mapping: The interpreted query is mapped to a predefined query schema aligned with Oraculum's custom indexer (akin to GraphQL, but optimized for Solana data).

• Probabilistic Routing: Based on historical usage data and confidence scores, the engine selects the most probable intent-resolution pathway.

This allows Oraculum to achieve both syntactic fidelity and semantic nuance — delivering technically accurate results in plain English.