Jason Roberts 5733f711fd feat(guardrails): panw prisma airs guardrail deduplication and enhanced session tracking (#16273) ...

* feat(guardrails): Add deduplication and session tracking

- Implement deduplication logic to prevent duplicate scans (via call_id; add _check_and_mark_scanned) caused by LiteLLM callback system
- Add session tracking using litellm_trace_id as AI Session ID for Prisma AIRS SCM logging
- Extract helper methods _extract_prompt_from_request maintainability
- Use httpxSpecialProvider import (LoggingCallback -> GuardrailCallback)
- Add comprehensive tests for deduplication and session tracking (7 new tests)
- Update documentation with multi-turn conversation tracking examples

* docs: update PANW Prisma AIRS multi-turn conversation example to use industry-standard terminology

- Clearer example for conversation tracking
- Updated terminology from 'AI Session ID' to 'Prisma AIRS AI Session ID' for clarity

* fix: remove unused asyncio import

* fix: correct mypy type ignore comment

2025-11-06 19:34:37 -08:00

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feat(guardrails): panw prisma airs guardrail deduplication and enhanced session tracking (#16273)

2025-11-06 19:34:37 -08:00