twosom opened a new issue, #278:
URL: https://github.com/apache/flink-agents/issues/278

   ### Search before asking
   
   - [x] I searched in the 
[issues](https://github.com/apache/flink-agents/issues) and found nothing 
similar.
   
   ### Description
   
   In PR #162, we integrated Ollama4j as a chat model provider. However, there 
was a limitation where tool calls were handled internally by Ollama4j, which 
prevented proper event logging and observability in the flink-agents framework.
   
   As discussed in #162, the flink-agents framework should manage tools and 
related context (stored in short-memory), with Chat request & Tool call & Tool 
response all generating `Event` for observability and per-action consistency.
   
   
   ### Are you willing to submit a PR?
   
   - [x] I'm willing to submit a PR!


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