alisha-1000 commented on issue #40179:
URL: https://github.com/apache/beam/issues/40179#issuecomment-6878181607

   @damccorm Quick update after looking into this.
   
   I found your draft PR #39074, which already implements local model
   deployment for the ADK handler, so I won't propose a separate design.
   
   While exploring, I ran the current handler on master with a local model
   (LiteLlm + Ollama, llama3.2) on the DirectRunner. It works without
   changes, including a simple tool call. Along the way I found a bug in
   session reuse, reported as #41299 with a fix in #41339. The same line
   is present in #39074.
   
   If it would help, I'm happy to test #39074 with local models or help
   with tests/docs there.


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