Add LangSmith tracing and system-of-record webhook#1
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Motivation
Description
app.core.langsmithand settings inapp.core.config(LANGSMITH_*), plus environment examples in.env.exampleand docs inbackend/README.mdto configure tracing and sampling.app.main) and Celery startup (app.workers.celery_app) viaconfigure_langsmith().app.core.gemini_client,app.core.clau de_client,app.core.azure_openai_client) to start/end sampled LangSmith runs and attach input/output previews and token metadata usingbuild_llm_inputs,build_llm_outputs, andstart_langsmith_run.app.core.system_of_recordand callpublish_abstract_completed()from Celery processing tasks inapp.workers.tasksafter abstracts are saved; also add corresponding config flags and.env.exampleentries, and addlangsmithtobackend/requirements.txt.Testing
pytest) was not run during this rollout; updates are limited to wiring/tracing and webhook publish calls and should be covered by integration/smoke tests in downstream validation.Codex Task