.NET: Python: Foundry Local integration tests

[eavanvalkenburg]

Will need to setup a test that install foundry local, good to investigate a joined test with dotnet since the loading of a model takes a relatively long time and using a bunch of memory.

[thangchung]

Look cool. I have a look at the Foundry Local.

And at the moment, when I use Qwen or Phi models (I have to parse the JSON response to find the tool_call tag, manually call the MCP tools, then submit another request to the LLM model to enrich the result as the code at https://github.com/thangchung/agent-engineering-experiment/blob/main/foundry-local-agent-fx/AgentService/FoundryLocalAgent.cs#L185), it might be hard to use tool_call (OpenAI client compatible) as mentioned at https://techcommunity.microsoft.com/blog/educatordeveloperblog/function-calling-with-small-language-models/4472720.

My question is, do we support native tool_calls with AgentFx (C#/.NET version)?