Enhance LLM reliability with timeout handling and add incident timeline generator#271

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Mahendrareddy2006 wants to merge 5 commits intofireform-core:mainfrom

Mahendrareddy2006:improve-llm-timeout

Commits on Mar 17, 2026

Improve LLM request reliability by adding timeout and minor fixes
Mahendra Reddy
committed

Commits on Mar 18, 2026

feat: add incident timeline extraction for structured emergency reports
Mahendra Reddy
committed
fix: remove duplicate methods in controller and clean integration
Mahendra Reddy
committed
fix: remove invalid api import from controller timeline tests
Mahendra Reddy
committed
fix: remove duplicate fill_form method overriding timeline logic
Mahendra Reddy
committed