AthenaraAgents / finrobot
FinRobot
An open-source multi-agent platform from AI4Finance Foundation that applies LLM agents to equity research, trading strategy, and risk evaluation tasks.
- multi-agent
- llm
- equity-research
- robo-advisor
added 2026-08-15 · Apache-2.0 · external
Use this
$ git clone https://github.com/AI4Finance-Foundation/FinRobotPrerequisites
Details
| authors | AI4Finance Foundation, Hongyang Yang, Boyu Zhang, Neng Wang, Christina Dan Wang |
|---|---|
| origin | external |
| license | Apache-2.0 |
| disclosure | fully-open |
| frameworks | autogen, langchain |
| markets | equities |
FinRobot organizes financial AI into four layers: a financial AI agents layer using chain-of-thought prompting, a financial LLM algorithms layer of domain-tuned models, LLMOps and DataOps layers for multi-source integration and model selection, and a foundation-model layer supporting plug-and-play LLMs. It builds on existing multi-agent frameworks including AutoGen and LangChain.
A documented use case is automated equity research that produces structured stock analysis reports covering financial statement analysis, valuation multiples such as P/E and EV/EBITDA, and risk assessment. Paper: arXiv:2405.14767.
Connections
Builds on: fingpt