Rework genai-observability example: camel infra stack, two models, GenAI dashboard - #192
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…nAI 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 <noreply@anthropic.com>
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davsclaus
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Awesome, @atiaomar1978-hub this may be something your blog posts can be updated with and the screenshots is nice to include in the blog post as well
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AI-generated comment on behalf of Omar Atie Thanks @davsclaus — the GenAI observability blog posts have been updated to match this rework: Includes the Perses dashboard screenshots and the |
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Reworks the
genai-observabilityexample:docker-compose.yml/prometheus.ymlreplaced bycamel infra run observability(Camel JBang 4.22+). The bundled Prometheus scrapes the app athost.docker.internal:9876/observe/metrics(thecamel-observability-services-startermanagement port), which the previous compose config did not.langchain4j-ollama-spring-boot-starteris incompatible with Spring Boot 4 ([BUG] Spring Boot starters are incompatible with Spring Boot 4.x (NoClassDefFoundError: ClientHttpRequestFactorySettings) langchain4j/langchain4j#6236) - replaced with plainlangchain4j-ollamaand explicitChatModelbeans; added the missingcamel-yaml-dsl-starter.spring-boot-micrometer-tracing-opentelemetry,micrometer-tracing-bridge-otel,opentelemetry-exporter-otlp), so Camel route spans and thegen_ai.*observation spans land in the same VictoriaTraces trace. The previousotel.exporter.otlp.*properties were not read by anything (see CAMEL-24570 for making that silent fallback visible).gen_ai.request.model.perses-genai-dashboard.json+ README instructions to create it via the Perses API (/projects/camel_genai/dashboards/overview), with screenshots and a short guide to reading the panels (e.g. the thinking model's ~2K output tokens per call vs a few dozen for llama3.2).Verified end-to-end on the live stack: metrics scraped by Prometheus, per-model series on the dashboard,
gen_aispans in VictoriaTraces for both models.@atiaomar1978-hub fyi, the previous example was not working as intended, I refactored it