FinGLM

Why we included this project

FinGLM grew out of the SMP 2023 financial LLM challenge, and it reads as a complete answer to that problem: taking listed-company annual reports and turning them into an interactive Q&A system. The repo walks through each stage in practical detail, from PDF conversion that keeps tables intact, to splitting filings into basic and financial sections, computing derived metrics like growth rates and industry rankings, and loading everything into SQL, MongoDB, or Elasticsearch. The question-answering side generates database queries from the user's prompt and grounds its answers in the retrieved numbers. On top of the framework it bundles several competition solutions, an annual-report dataset, and ChatGLM course materials, so it works as both a code reference and teaching material. It is not a turnkey product, but for a team building finance-specific LLM tooling it is a solid blueprint to start from.