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Rallies-CLI Lowers the Barrier to Use with Natural Language Interaction Patterns

2025-08-19 226

The tool utilizes an innovative natural language processing architecture that allows users to enter spoken English-like commands to obtain professional analysis results. For example, a natural statement such as 'Analyze Tesla's recent performance' will be automatically parsed into a sequence of commands that include timeframe filtering, financial indicator extraction, trend chart generation and other complex operations. The system's built-in NLP engine supports the recognition of more than 20 types of query templates, including but not limited to market query, indicator analysis, comparison request, event query and so on.

The interaction design adopts a four-stage processing flow of 'input-parsing-execution-formatted output', and the query results are presented in the form of text summaries, data tables and ASCII charts. This design allows users with no programming experience to get started quickly, while retaining the ability to customize the parameters of the technical indicators for advanced users.

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