kayx23 commented on code in PR #13187:
URL: https://github.com/apache/apisix/pull/13187#discussion_r3056814604


##########
docs/en/latest/plugins/ai-proxy-multi.md:
##########
@@ -37,7 +37,7 @@ description: The ai-proxy-multi Plugin extends the 
capabilities of ai-proxy with
 
 The `ai-proxy-multi` Plugin simplifies access to LLM and embedding models by 
transforming Plugin configurations into the designated request format for 
OpenAI, DeepSeek, Azure, AIMLAPI, Anthropic, OpenRouter, Gemini, Vertex AI, and 
other OpenAI-compatible APIs. It extends the capabilities of 
[`ai-proxy`](./ai-proxy.md) with load balancing, retries, fallbacks, and health 
checks.
 
-In addition, the Plugin also supports logging LLM request information in the 
access log, such as token usage, model, time to the first response, and more.
+In addition, the Plugin also supports appending LLM request information to 
structured access log entries, such as token usage, model, time to the first 
response, and more. These structured entries are consumed by logging plugins 
such as `http-logger` and `kafka-logger`, and are separate from the debug 
messages written to `error.log`.

Review Comment:
   The access log here meant:
   
   <img width="1048" height="489" alt="Image" 
src="https://github.com/user-attachments/assets/40d9161b-5ac0-4406-93fb-3f451032ec37";
 />
   
   I think this update has tweaked the original meaning a bit. The sentence 
could be updated to cover both the access logs and usage with loggers. WDYT?



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