Claude
e79b75a105
Same order assistant in both frameworks against a local fake OpenAI server: starter bean collision, wire differences, tool failure and loop bounds, observability meters, MCP-first tools, and a compile check of the 2025 article's snippets and Maven coordinates. Co-Authored-By: Claude Sonnet 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01G8ikz8xdWuTP5yun8DZ1hk
28 lines
2.8 KiB
Plaintext
28 lines
2.8 KiB
Plaintext
# What each framework records for one question that uses one tool (2 model requests)
|
|
|
|
Spring AI 2.0.1: model and client given an ObservationRegistry plus DefaultMeterObservationHandler and ChatModelMeterObservationHandler (the two Spring Boot registers for you).
|
|
gen_ai.client.operation [TIMER] error=none, gen_ai.operation.name=chat, gen_ai.request.model=gpt-6.1-sol, gen_ai.response.model=gpt-6.1-sol, gen_ai.system=openai
|
|
gen_ai.client.operation.active [LONG_TASK_TIMER] gen_ai.operation.name=chat, gen_ai.request.model=gpt-6.1-sol, gen_ai.response.model=none, gen_ai.system=openai
|
|
gen_ai.client.token.usage [COUNTER] gen_ai.operation.name=chat, gen_ai.request.model=gpt-6.1-sol, gen_ai.response.model=gpt-6.1-sol, gen_ai.system=openai, gen_ai.token.type=input
|
|
gen_ai.client.token.usage [COUNTER] gen_ai.operation.name=chat, gen_ai.request.model=gpt-6.1-sol, gen_ai.response.model=gpt-6.1-sol, gen_ai.system=openai, gen_ai.token.type=output
|
|
gen_ai.client.token.usage [COUNTER] gen_ai.operation.name=chat, gen_ai.request.model=gpt-6.1-sol, gen_ai.response.model=gpt-6.1-sol, gen_ai.system=openai, gen_ai.token.type=total
|
|
okhttp.requests [TIMER] error=none, outcome=SUCCESS
|
|
okhttp.requests.active [LONG_TASK_TIMER] outcome=UNKNOWN
|
|
spring.ai.advisor [TIMER] error=none, gen_ai.operation.name=framework, gen_ai.system=spring_ai, spring.ai.kind=advisor
|
|
spring.ai.advisor.active [LONG_TASK_TIMER] gen_ai.operation.name=framework, gen_ai.system=spring_ai, spring.ai.kind=advisor
|
|
spring.ai.chat.client [TIMER] error=none, gen_ai.operation.name=framework, gen_ai.system=spring_ai, spring.ai.kind=chat_client
|
|
spring.ai.chat.client.active [LONG_TASK_TIMER] gen_ai.operation.name=framework, gen_ai.system=spring_ai, spring.ai.kind=chat_client
|
|
spring.ai.tool [TIMER] error=none, gen_ai.operation.name=execute_tool, gen_ai.system=spring_ai, spring.ai.kind=tool_call
|
|
spring.ai.tool.active [LONG_TASK_TIMER] gen_ai.operation.name=execute_tool, gen_ai.system=spring_ai, spring.ai.kind=tool_call
|
|
|
|
LangChain4j 1.22.0, no listener registered: 0 meters.
|
|
|
|
LangChain4j 1.22.0 with TracingChatInterceptor, the listener from the original article (it still compiles and runs):
|
|
llm.request.latency [TIMER] model=gpt-6.1-sol
|
|
llm.tokens.input [COUNTER] model=gpt-6.1-sol
|
|
llm.tokens.output [COUNTER] model=gpt-6.1-sol
|
|
|
|
LangChain4j 1.22.0 with the shipped MicrometerMetricsChatModelListener (langchain4j-micrometer-metrics 1.22.0-beta32):
|
|
gen_ai.client.token.usage [DISTRIBUTION_SUMMARY] gen_ai.operation.name=chat, gen_ai.provider.name=openai, gen_ai.request.model=gpt-6.1-sol, gen_ai.response.model=gpt-6.1-sol, gen_ai.token.type=input
|
|
gen_ai.client.token.usage [DISTRIBUTION_SUMMARY] gen_ai.operation.name=chat, gen_ai.provider.name=openai, gen_ai.request.model=gpt-6.1-sol, gen_ai.response.model=gpt-6.1-sol, gen_ai.token.type=output
|