feat(config): expose sampling temperature and document reproducibility

Adds a cross-provider temperature config (and TRADINGAGENTS_TEMPERATURE),
forwarded to every LLM client when set, so runs can be made less variable
on models that honor it. Adds a README "Reproducibility" section that
separates the sources of run-to-run variation, what users can control
(temperature, non-reasoning model, pinned date), and what is inherent to
LLM-driven analysis, and notes that the identity and verified-data fixes
already removed the "different companies / fabricated prices" variance.

#178 #168
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Yijia-Xiao committed 2026-05-31 03:51:50 +00:00
1 parent 47cbb321fe
commit 8a22594607
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+123 -4

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@@ -7,7 +7,7 @@ from .base_client import BaseLLMClient, normalize_content
from .validators import validate_model
_PASSTHROUGH_KWARGS = (
"timeout", "max_retries", "api_key", "max_tokens",
"timeout", "max_retries", "api_key", "max_tokens", "temperature",
"callbacks", "http_client", "http_async_client", "effort",
)