From 913f72b4046316d34daca04157dd594ac47913a3 Mon Sep 17 00:00:00 2001 From: croway Date: Mon, 31 Aug 2026 10:45:26 +0200 Subject: [PATCH] Rework genai-observability example: camel infra stack, two models, GenAI dashboard - Replace docker-compose with 'camel infra run observability' (Prometheus scrapes /observe/metrics on the 9876 management port, VictoriaTraces OTLP on 10428) - Fix startup on Spring Boot 4: drop the incompatible langchain4j Ollama starter (langchain4j/langchain4j#6236) and build the ChatModel beans from plain langchain4j-ollama; add the missing camel-yaml-dsl-starter - Export traces via Micrometer Tracing with the OpenTelemetry bridge, so route spans and gen_ai.* observation spans reach VictoriaTraces (CAMEL-24570) - Use two small models on two routes so all GenAI metrics/spans carry distinct gen_ai.request.model series - Add a Perses GenAI dashboard (perses-genai-dashboard.json) and document the panels with screenshots in the README Co-Authored-By: Claude Fable 5 --- genai-observability/README.adoc | 106 +++- genai-observability/docker-compose.yml | 20 - .../docs/genai-dashboard-calls.png | Bin 0 -> 237089 bytes .../docs/genai-dashboard-tokens.png | Bin 0 -> 94387 bytes .../perses-genai-dashboard.json | 566 ++++++++++++++++++ genai-observability/pom.xml | 25 +- genai-observability/prometheus.yml | 16 - .../example/genai/ChatModelConfiguration.java | 61 ++ .../src/main/resources/application.properties | 13 +- .../resources/camel/genai-route.camel.yaml | 26 +- 10 files changed, 773 insertions(+), 60 deletions(-) delete mode 100644 genai-observability/docker-compose.yml create mode 100644 genai-observability/docs/genai-dashboard-calls.png create mode 100644 genai-observability/docs/genai-dashboard-tokens.png create mode 100644 genai-observability/perses-genai-dashboard.json delete mode 100644 genai-observability/prometheus.yml create mode 100644 genai-observability/src/main/java/org/apache/camel/example/genai/ChatModelConfiguration.java diff --git a/genai-observability/README.adoc b/genai-observability/README.adoc index 777f7342..f216e92b 100644 --- a/genai-observability/README.adoc +++ b/genai-observability/README.adoc @@ -4,7 +4,7 @@ This example demonstrates *GenAI observability* in Apache Camel 4.23+ with Spring Boot: OpenTelemetry `gen_ai.*` span attributes and Micrometer metrics for `langchain4j-chat` -LLM calls, visualized with Prometheus and VictoriaTraces. +LLM calls, visualized with Prometheus, VictoriaTraces and Perses. It pairs with the community blog post *GenAI Observability with Spring Boot and the Camel Observability Stack* (`docs/blog-drafts/genai-observability-02-spring-boot-obs-stack.adoc` in the @@ -14,12 +14,29 @@ The example uses `camel-ai-observability-starter` for Spring Boot configuration GenAI observability toggle (`camel.aiobservability.enabled`), together with `camel-ai-observability` for span and metric emission when a tracing or metrics backend is present. +Two routes call two different (small) Ollama models, so every GenAI metric and span carries a +distinct `gen_ai.request.model` and dashboards show per-model series side by side. + +The `camel-observability-services-starter` dependency configures an opinionated observability +setup: all Actuator endpoints move to a dedicated management port `9876` under the `/observe` +base path, with the Prometheus endpoint mapped to `/observe/metrics`. Both the standard +Spring Boot / Camel metrics and the `gen_ai.*` metrics are exposed there, since they share +the same Micrometer registry. + +Traces use the Spring Boot idiomatic setup: Micrometer Tracing with the OpenTelemetry bridge +(`spring-boot-micrometer-tracing-opentelemetry`, `micrometer-tracing-bridge-otel` and +`opentelemetry-exporter-otlp`). Spring Boot auto-configures the OpenTelemetry SDK, the OTLP +span exporter (`management.opentelemetry.tracing.export.otlp.endpoint`) and a tracing handler +on the Actuator `ObservationRegistry`. Camel route spans (via `camel-opentelemetry2`) and the +`gen_ai.*` client spans (recorded as Micrometer Observations) end up in the same trace. + === Prerequisites * Java 17+ * Maven 3.9+ -* Docker (for observability stack) -* https://ollama.com/[Ollama] with `llama3.2` pulled +* https://camel.apache.org/manual/camel-jbang.html[Camel CLI (JBang)] 4.22+ +* Docker (used by the Camel CLI to start the observability stack) +* https://ollama.com/[Ollama] with `llama3.2:1b` and `qwen3:0.6b` pulled == Build @@ -34,17 +51,21 @@ Terminal 1 — Ollama: [source,shell] ---- -ollama pull llama3.2 +ollama pull llama3.2:1b +ollama pull qwen3:0.6b ollama serve ---- -Terminal 2 — observability stack (Prometheus + VictoriaTraces + Perses): +Terminal 2 — observability stack (Prometheus + VictoriaTraces + VictoriaLogs + Perses): [source,shell] ---- -docker compose up -d +camel infra run observability ---- +The stack starts on fixed ports and the bundled Prometheus is already configured to scrape +the application metrics at `host.docker.internal:9876/observe/metrics`. + Terminal 3 — Spring Boot application: [source,shell] @@ -52,16 +73,83 @@ Terminal 3 — Spring Boot application: mvn spring-boot:run ---- +To use different models than the defaults: + +[source,shell] +---- +mvn spring-boot:run -Dspring-boot.run.arguments="--langchain4j.ollama.chat-model-1.model-name=llama3.2 --langchain4j.ollama.chat-model-2.model-name=qwen3:1.7b" +---- + == Verify GenAI observability +Metrics are exposed on the management port `9876` (not the application port `8080`): + [source,shell] ---- -curl -s http://localhost:8080/actuator/prometheus | grep gen_ai +curl -s http://localhost:9876/observe/metrics | grep gen_ai ---- * Prometheus: `http://localhost:9090` -* VictoriaTraces: `http://localhost:9428/select/vmui` -* Perses: `http://localhost:8088` +* VictoriaTraces: `http://localhost:10428/select/vmui` +* Perses: `http://localhost:3000` + +== Perses dashboards + +The observability stack provisions Perses with a general Camel dashboard (uptime, exchanges, +routes, JVM): + +* Camel overview: `http://localhost:3000/projects/camel/dashboards/overview` + +A GenAI dashboard (LLM calls, per-model latency, error ratio, token usage) can be created +through the Perses REST API using the dashboard definition in `perses-genai-dashboard.json`: + +[source,shell] +---- +curl -X POST http://localhost:3000/api/v1/projects \ + -H 'Content-Type: application/json' \ + -d '{"kind":"Project","metadata":{"name":"camel_genai"},"spec":{}}' + +curl -X POST http://localhost:3000/api/v1/projects/camel_genai/dashboards \ + -H 'Content-Type: application/json' \ + --data @perses-genai-dashboard.json +---- + +* GenAI overview: `http://localhost:3000/projects/camel_genai/dashboards/overview` + +The dashboard itself contains a "How this dashboard was created" section with the same +instructions. Note that Perses state lives in the container: after restarting the +observability stack, re-run the two commands above to recreate the GenAI dashboard. + +=== Reading the GenAI dashboard + +image::docs/genai-dashboard-calls.png[GenAI Summary and LLM Calls sections] + +* *GenAI Summary* — running totals across all models: LLM calls, errors, in-flight calls, + and input/output token counters. With calls that take longer than the timer period, + "In-flight Calls" sits permanently at 1: the route serializes requests, and a new one + starts as soon as the previous completes. +* *Call rate* — calls per second, one series per `gen_ai.request.model`. A fast model + settles at the timer frequency; a slow model's rate is capped by its own latency. +* *Error ratio* — failed calls (tagged `error!="none"`) over total, per model. Flat 0% + lines mean every call succeeded. +* *Mean / Max LLM latency* — per-model duration of the LLM call itself (the + `gen_ai.client.operation` timer, not the whole route). + +image::docs/genai-dashboard-tokens.png[Token Usage section] + +* *Token throughput* and *Avg tokens per call* — from the `gen_ai.client.token.usage` + counter, split by model and `gen_ai.token.type` (input/output). + +The screenshots were taken with `llama3.2` and `qwen3.5:0.8b` (via the model-name +overrides shown above); the default models behave similarly, since the `qwen3` family +also reasons before answering. The two models make the point of GenAI observability +visible on identical prompts: +`llama3.2` answers in about a second with a few dozen output tokens, while +`qwen3.5:0.8b` - a *thinking* model - emits roughly 2K output tokens per call (mostly +reasoning tokens before the one-sentence answer), which drives both its ~30-45s latency +and its dominant share of token throughput. Same workload, an order of magnitude more +token spend - exactly the kind of cost/latency trade-off these metrics are meant to +surface. == Help and contributions diff --git a/genai-observability/docker-compose.yml b/genai-observability/docker-compose.yml deleted file mode 100644 index 71034773..00000000 --- a/genai-observability/docker-compose.yml +++ /dev/null @@ -1,20 +0,0 @@ -# Observability stack for Camel GenAI observability blog (Blog 2) -# Images aligned with camel-test-infra-observability - -services: - prometheus: - image: quay.io/prometheus/prometheus:v3.13.2 - ports: - - "9090:9090" - volumes: - - ./prometheus.yml:/etc/prometheus/prometheus.yml:ro - - victoriatraces: - image: mirror.gcr.io/victoriametrics/victoria-traces:v0.10.0 - ports: - - "9428:9428" - - perses: - image: mirror.gcr.io/persesdev/perses:v0.54.0 - ports: - - "8088:8080" diff --git a/genai-observability/docs/genai-dashboard-calls.png b/genai-observability/docs/genai-dashboard-calls.png new file mode 100644 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