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EthanXiang777/circuit-framework
Multi-agent LLM system for trading research
What it is
A multi-agent research system for trading built on large language models. Several LLM agents cooperate to produce and analyse trading-related research, forming an automated research workflow. Quant researchers and developers who want to study or build their own AI research pipeline are the intended users. Public information about the project is limited, so expect to read the code to understand exactly what each agent does.
At a glance
Research onlyOur rating, based on popularity, maintenance and how ready it is for real use.
| Best for | Professional quants |
|---|---|
| Used for | Strategy research, AI agents |
| Markets | Multi-market |
| Stack | Python |
| Learning curve | Moderate learning curve |
| Practical value | Medium practical value |
| Cost | Free and open source |
| Hardware | No GPU needed |
| Maintenance | Last commit 3 months ago |
GitHub stars, last 30 days
Daily snapshots since 2026-09-28 (up to 30 days): −8 over the period, now 273. Gaps mean no snapshot was taken that day.
Circuit Framework — multi-agent LLM trading research system