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feat: default to qwen2.5-vl-3b and cap tool schema length constraints
- Default LLM_MODEL to qwen2.5-vl-3b across agent, task worker, tests,
  compose, workflow, and docs
- Cap min/max length-style constraints in tool schemas to 1000 before
  LLM requests; llama.cpp rejects grammar repetitions >= 2000 and the
  memory MCP's update_note body maxLength (200000) broke qwen2.5-vl-3b
  with 'Failed to initialize samplers: failed to parse grammar'
2026-08-29 12:46:20 -04:00
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Real-time voice assistant: LiveKit + Azure Speech + local Gemma LLM
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