Systems and methods for providing a semantic query framework

Abstract

In some aspects, the techniques described herein relate to a method including: receiving, from a query interface, a natural language query; encoding the natural language query into tokens; embedding the tokens into a natural language query vector, wherein the natural language query vector represents a semantic meaning of the natural language query; formatting an index query of an index datastore, wherein the index query includes the natural language query vector as a lookup parameter of the index query; receiving, as a response to the index query, a document set; passing the document set and the natural language query to a machine learning model; receiving a response to the natural language query from the machine learning model, wherein the response is based on the document set; and providing the response to the natural language query to the query interface for consumption.