The invention provides a planning analysis
workflow intelligent arrangement method and device based on a
natural language instruction, and the method and device can deeply understand the complex analysis intention of a plan in a
natural language through a mixed analysis engine comprising a large-scale
language model and a
named entity recognition model. And according to the understood intention, a proper operator and a proper model are autonomously selected from a tool
library in combination with a planning analysis
knowledge graph, so that a complete, logic self-consistent and
executable multi-step analysis
workflow can be autonomously and dynamically arranged, the
workflow is automatically executed, and multi-
modal data is collected. According to the method and the device, the technical problems in multiple aspects from keyword matching to composite intention deep understanding, from artificial
process design to knowledge-driven intelligent arrangement and from one-way instruction execution to interactive exploration analysis in the prior art are solved, and the method and the device have the advantages that the technical problems in multiple aspects from keyword matching to composite intention deep understanding, from artificial
process design to knowledge-driven intelligent arrangement and from one-way instruction execution to interactive exploration analysis are solved; the planning work efficiency can be improved, the technical threshold is reduced, and industry
digital transformation is promoted.