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* feat: surface message feedback (thumbs up/down) as Langfuse scores When Langfuse tracing is enabled, the message feedback endpoint now posts a boolean `user-feedback` score (1/0 + tag/comment) to Langfuse for the assistant message's trace; clearing feedback deletes the score. Fire-and- forget, so the feedback UX never blocks on Langfuse. Linking is lookup-free: the run opts into deterministic Langfuse trace ids (`langfuse.deterministicTraceId`, passed to the agents Run), so the trace id is sha256(messageId)[:32]. The feedback route recomputes the same id and scores by it. - api/server/services/Langfuse.js: POST/DELETE /api/public/scores (env-gated) - api/server/utils/langfuseTrace.js: traceIdForMessage(messageId) - api/server/routes/messages.js: fire feedback score after the Mongo write - packages/api: pass langfuse.deterministicTraceId to the run - bump @librechat/agents to ^3.2.21 (adds LangfuseConfig.deterministicTraceId) Closes #13537 Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: match Langfuse trace environment for feedback scores @librechat/agents passes no environment to its Langfuse tracer, so @langfuse/otel falls back to LANGFUSE_TRACING_ENVIRONMENT and otherwise to Langfuse's "default". The score helper instead fell back to NODE_ENV, so a deployment with only NODE_ENV=production filed scores under "production" while the trace stayed on "default" — the score never landed on the trace. Use LANGFUSE_TRACING_ENVIRONMENT only, and omit `environment` when unset so Langfuse defaults both score and trace to "default". Addresses Codex review on #13544. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: don't require LANGFUSE_BASE_URL to post feedback scores The agent tracer emits traces with just the public/secret keys (defaulting to Langfuse Cloud, or via the legacy LANGFUSE_BASEURL alias), but the score helper disabled itself unless LANGFUSE_BASE_URL was set — so an otherwise-traced deployment silently posted no scores. Resolve the base URL the same way the tracer does (LANGFUSE_BASE_URL -> LANGFUSE_BASEURL -> Cloud) and gate enablement on the credentials only. Addresses Codex review on #13544. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: only post feedback scores for agent-endpoint messages The feedback route is shared by all message types, but deterministic Langfuse trace IDs are only enabled for agent runs. Rating a message from a non-agent endpoint (with Langfuse configured) posted a user-feedback score for sha256(messageId) that no trace will ever match, leaving orphan scores. Gate scoring on isAgentsEndpoint(message.endpoint); `updateMessage` now returns `endpoint` so the route can check it. Addresses Codex review on #13544. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: gate feedback scoring by !isAssistantsEndpoint, not isAgentsEndpoint The previous gate used isAgentsEndpoint, which only matches the literal `agents` endpoint. But provider endpoints (anthropic, openai, custom, …) run through the agents runtime as ephemeral agents and DO emit deterministic AgentRun traces, so isAgentsEndpoint('anthropic') === false suppressed scoring for the common case. Only the OpenAI/Azure Assistants endpoints use a separate runtime with no agent trace, so gate on !isAssistantsEndpoint instead. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * style: sort message method imports * fix: honor Langfuse tracing gates for feedback scores * refactor: move Langfuse feedback logic to api package * fix: support Langfuse host for feedback scores * test: type Langfuse feedback fetch mock * chore: compact Langfuse feedback comment --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Co-authored-by: Danny Avila <danny@librechat.ai> |
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