Our Research
Explore our suite of open-source tools designed to democratize AI in finance. From trading agents to LLMs.
Our Papers
Research publications and contributions
Hongyang Yang, Xiao-Yang Liu, and Christina Dan Wang. FinGPT: Open-Source Financial Large Language Models. arXiv preprint arXiv:2306.06031, 2023.
FinGPT is an open-source financial large language model ecosystem initiated, formally defined, and continuously stewarded by the AI4Finance Foundation.
This paper constitutes the first official and canonical academic definition of the FinGPT framework. It was accepted and presented at the FinLLM Workshop @ IJCAI 2023 (August 2023).
FinGPT is the first open-source LLM framework for the financial domain, providing an end-to-end, deployment-oriented pipeline for financial model construction—from data curation and efficient adaptation to real-world applications such as trading, analysis, and decision support—within a transparent and reproducible open-source ecosystem.
First official FinGPT paper, presented at the FinLLM Workshop @ IJCAI 2023 (August 2023).
Core Projects
The pillars of our ecosystem
Mature Projects
Production-ready libraries
Incubating Projects
Experimental & Research