TauricResearch/TradingAgents v0.5.2 on GitHub

Parallel analysts, unattended CLI runs, reports that record what produced them,
and past runs served only what was known on their date.

Added

Parallel analysts. The selected analysts run at the same time, so the analyst phase takes about as long as the slowest one; the CLI shows each analyst's progress and time as it finishes, and the debate starts when all reports are in. (#1255, #433)
Unattended CLI runs. Flags answer the per-run questions, and TRADINGAGENTS_* variables the rest, so a scheduled job or script asks nothing: tradingagents --ticker NVDA --date 2026-09-26 --analysts market,news --save --no-show. Without a terminal, a missing answer stops the run before it starts and names what to set. (#1127, #1133)
Reports record what produced them. Each report opens with the analysis date, version, provider, models, analysts, rounds and data vendors; the state log keeps them as run_settings. (#752, #1197)
Docker data folder. TRADINGAGENTS_DATA_DIR keeps results, reports and the memory log in a host folder. (#865)
A cap on an analyst's tool calls. After max_tool_rounds rounds (default 20, TRADINGAGENTS_MAX_TOOL_ROUNDS) the analyst writes its report from what it has. (#1420)
tradingagents backtest shows each cell as it starts and the --run-id to continue; --analysts accepts sentiment.
Benchmarks for Taiwan, Korea, Singapore and the main European exchanges. (#1392)
Python 3.14 support; the Docker image runs Python 3.13.

deepseek-flash is treated as a thinking model, so structured output works. (#1388)

Python 3.11 or later is required; pandas 3 is installed.
Minimum versions: yfinance 1.7.0, langchain-core 1.6.5, langchain-openai 1.6.6, langchain-anthropic 1.7.4, langchain-google-genai 4.4.0, langgraph 1.2.12, langgraph-checkpoint-sqlite 3.1.1, langchain-aws 1.7.9 (bedrock extra).
Statements default to SEC EDGAR, then Yahoo (fundamental_data = "sec_edgar,yfinance").
A past-dated run gets no Yahoo or Alpha Vantage statements or insider trades, which carry no filing date, and only the company's current name, marked as such.
The memory log is the tradingagents.memory package (was tradingagents.decision_log); settlement and reflection moved there from tradingagents.graph, and Reflector is no longer exported from tradingagents.graph.
process_signal is removed; the rating is propagate()'s second value or final_state["final_rating"].
A rating is read only from its Rating: label; a free-text decision without one is REVIEW.
Data-layer functions take as_of_date= (was curr_date=); build_instrument_context and resolve_instrument_context take trade_date=.
VendorRateLimitError is VendorUnavailableError.
Data tools take the instrument from the run's state; tool calls no longer carry symbol or ticker.
State log: trader_investment_plan (was trader_investment_decision), judge_decision removed, final_rating and run_settings added.
Checkpoints from 0.5.1, or saved under different settings, are not resumed.

Data tools serve the run's instrument, even when the model passes another symbol.
A failed vendor request is reported as unavailable, not as a missing or delisted symbol; one vendor's "no data" no longer speaks for a chain in which another failed. (#1386)
The rating is the Portfolio Manager's own, not one its thesis quotes (#1383); its line keeps an English label in other output languages (#1435).
Backtest cells given twice run once (#1415), and settlement compares a decision with its benchmark over the same dates.
A snapshot for a symbol with no prices no longer ends the run.
Concurrent runs no longer drop memory log entries.
SEC EDGAR quarterly figures filed only year to date are served, labelled with their span.
Yahoo dividend yield and debt-to-equity print as percentages. (#1414)
The FRED change line names the dates it spans. (#1397)
stream_run serves the graph's own config to its tools.
The test suite stays off the network and out of the user's files, and passes in any order; integration tests run with -m integration. (#1395)