feat(demo): real LLM governance demo with multi-backend support#186
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imran-siddique merged 2 commits intomainfrom Mar 11, 2026
Merged
feat(demo): real LLM governance demo with multi-backend support#186imran-siddique merged 2 commits intomainfrom
imran-siddique merged 2 commits intomainfrom
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- Replace simulated agents with real LLM API calls (OpenAI, Azure OpenAI, Google Gemini) - Auto-detect backend from environment variables (GOOGLE_API_KEY, OPENAI_API_KEY, AZURE_OPENAI_*) - Add Scenario 4: pre-LLM content filtering (blocks dangerous prompts before API call) - Normalize responses across backends for consistent tool-call handling - Add --model and --verbose flags, remove --live flag - Remove internal references (Show & Tell, VP review) - Update demo README with new architecture and usage docs Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- Add Google Gemini as LLM backend (auto-detect GOOGLE_API_KEY) - Normalize tool calls across OpenAI/Azure/Gemini backends - Gracefully catch API errors (quota, auth) with simulated fallback - Governance middleware always runs real, even when LLM fails Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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Replaces mock demo with real LLM calls through governance middleware. Supports OpenAI, Azure OpenAI, Google Gemini with auto-detection and graceful error handling.