Add a new financial data vendor
- Implement data accessor functions following Yahoo/Alpha Vantage patterns
- Register vendor in the router to map data requests to your new connector
- Add vendor configuration and error handling to dataflows/errors.py
tauricresearch / tradingagents
Code
How tauricresearch/tradingagents is laid out, and where to start for common changes.
There is no import map for this report yet.
Where to start reading
- Repository root
- Repository root
- Likely public API
- Likely public API
- Likely start-up file
- Likely start-up file
- Suggested starting pointAI
- Suggested starting pointAI
Find files for a task
AIAdd a new specialist analyst agent
- Create new analyst class in tradingagents/agents/analysts/{domain}_analyst.py inheriting LangChain agent patterns
- Define analyst prompt, tools, and output schema using tradingagents/agents/schemas.py
- Register analyst node and routing logic in tradingagents/graph/setup.py
- Export analyst from tradingagents/agents/analysts/__init__.py
Add support for a new LLM provider
- Create new client class in tradingagents/llm_clients/{provider}_client.py inheriting from base_client.BaseLLMClient
- Implement message formatting, streaming, and tool use compatible with LangChain
- Register model capabilities and parameters in tradingagents/llm_clients/model_catalog.py
- Add factory instantiation logic in tradingagents/llm_clients/factory.py
Add a new CLI command or workflow
- Define new CLI command function in cli/main.py using Typer decorators
- Create display helper functions in cli/display.py for Rich terminal rendering
- Add user preference handling in cli/prefs.py if command needs persistent options
- Call tradingagents/graph/trading_graph.py to execute agent orchestration
Change the public API
Trace runtime behavior
Add or update tests
Change build or automation
RepoPilot lists up to 500 files, so a file missing here may still exist.
- Files marked “likely” are guessed from their names.
Code quality and hotspots
Largest source files
- Branch points11 per file on average
- Code issues0 errors, 8 warnings
- Largest file785 lines
- Hotspot load1 high-risk file
Static checks on the 15 largest source files.
Tests, CI and tooling
- CIGitHub Actions2 workflows
- Tests89 test filesPytest · 0.95 test files per source file (file count, not coverage)
- Dependency updatesNo config detected
Test folders: tests
Hotspots
- cli/run.py13 commits in 180 days · 21 branch points
- tradingagents/llm_clients/openai_client.py22 commits in 180 days · 9 branch points
- tradingagents/graph/trading_graph.py65 commits in 180 days · 7 branch points
- cli/prompts.py6 commits in 180 days · 21 branch points
- cli/selections.py7 commits in 180 days · 14 branch points
- tradingagents/memory/log.py4 commits in 180 days · 23 branch points
- tradingagents/dataflows/router.py8 commits in 180 days · 9 branch points
- tradingagents/agents/analysts/sentiment_analyst.py14 commits in 180 days · 5 branch points
Files that change often and branch heavily, highest first. Branch points count if, loop, case, catch, ternary, && and || in the file.