Otel: llm.request client spans + traceparent on LLM calls (#130)
Add OpenTelemetry tracing to every LLM client call so an insight/chat turn is a single trace from HTTP entry to each downstream inference. - LlmClient trait: thread a &opentelemetry::Context through all 5 methods (generate, chat_with_tools, chat_with_tools_stream, generate_embeddings, describe_image), matching the DAO convention of explicit context threading rather than ambient Context::current(). - otel::start_llm_request_span: single shared helper that every provider (openrouter / llamacpp / ollama) funnels through, so the span shape is identical: name llm.request, SpanKind::Client, llm.provider / llm.operation / llm.model. - Per-method spans in all three clients with the spec's operation enum (chat | chat_stream | embeddings | describe_image | generate); stream spans are owned and moved into the async_stream generator so they end when the response drains, not when headers arrive. - llm.tokens.input / llm.tokens.output recorded on non-stream and stream completion; llm.cost_usd from usage.cost (OpenRouter); http.status_code + error status on failure. - W3C traceparent injected on outgoing LLM HTTP requests (llama-swap, Ollama, OpenRouter) gated on span_context.is_valid() so debug no-op-tracer builds don't send an all-zero parent. - Turn-level spans (ai.chat.turn.execute, ai.persona_chat.turn.execute) now carry llm.backend + llm.model; with_entry streaming paths thread the turn context (turn_cx) to child describe_image / agentic-loop calls instead of the ambient context. clippy clean; 690 lib + 775 integration + 4 doc tests green.
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@@ -859,7 +859,8 @@ async fn synthesize_merge<D: KnowledgeDao + 'static>(
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let ollama = app_state.ollama.clone();
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let model_used = ollama.primary_model.clone();
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let proposed = match ollama.generate(&prompt, Some(system)).await {
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let cx = opentelemetry::Context::current();
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let proposed = match ollama.generate(&cx, &prompt, Some(system)).await {
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Ok(out) => {
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// Strip the framing models reach for even with explicit
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// "no preamble" guidance: leading "Merged description:"
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