Open-source origins
The framework and the hosted product are distinct
TradingAgents is the upstream open-source multi-agent research framework. TradingAgents Report is the hosted desk, usage billing, curated public reports, and deployment-specific configuration built around that workflow.
What the upstream framework provides
The open-source project defines specialist analysts, Bull and Bear debate, Research Manager and Trader steps, risk review, and Portfolio Manager synthesis as a research graph you can inspect and run yourself.
Source repository
Review the upstream code, issue history, contribution guidelines, and deployment notes on GitHub.
Open source →Research paper
Read the TradingAgents paper for the original academic context behind specialist analysis and debate.
Open source →Change history
The upstream changelog records work on data boundaries, look-ahead safety, provider routing, and instrument identity correctness.
Open source →Framework vs hosted product
TradingAgents framework
Open-source research graph, local or self-hosted runs, and experiments that may not be enabled in any commercial deployment.
TradingAgents Report
Signed-in research desk, usage-point billing, admin-gated models and exchanges, private jobs by default, and admin-published public reports on this site.
What this product adds
Subscriptions, private analysis jobs, admin model catalogs, exchange whitelists, and curated public reports. Upstream capability is not automatically enabled here.
Research desk
Search listings, choose evidence modules, set analysis dates, and track jobs through to reports.
Usage-point billing
Plan and bonus points settle finished jobs from actual AI cost under product billing rules.
Curated public reports
Only administrator-published successful jobs appear on this marketing site. Desk runs stay private by default.
License
The upstream repository is distributed under the Apache License 2.0. Review that license before reuse or redistribution.