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Add Azure OpenAI integration guide for AI features
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Documentation:
- Complete Azure OpenAI fallback configuration
- Environment variables for chat, voice, and embeddings endpoints
- Azure-specific endpoints and API versions
Implementation Details:
Phase 3 (Voice Input):
- Whisper service with Azure OpenAI fallback
- Multi-language transcription support
- Automatic failover on OpenAI failure
Phase 4 (AI Assistant):
- GPT-5 mini chat completion support
- Documented GPT-5 API differences (reasoning_effort, reasoning_tokens)
- Enhanced JSON schema support for structured output
- Azure OpenAI chat API version 2025-04-01-preview
Phase 5 (Pattern Recognition):
- Text-Embedding-ada-002-V2 with Azure endpoint
- Cosine similarity calculation for pattern matching
- Embeddings service with fallback logic
Advanced Features:
- Circuit breaker pattern to prevent cascade failures
- Automatic provider switching after 5 consecutive failures
- Request monitoring and metrics tracking
- Cost optimization strategies
- Comprehensive error handling
Azure OpenAI Endpoints:
- Chat: https://footprints-open-ai.openai.azure.com (gpt-5-mini)
- Voice: https://footprints-open-ai.openai.azure.com (whisper)
- Embeddings: https://footprints-ai.openai.azure.com (text-embedding-ada-002-v2)
Testing & Security:
- Unit tests for failover scenarios
- API key management best practices
- Rate limiting and audit logging
- Security considerations and deployment checklist
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
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2025-10-01 10:37:11 +03:00 |
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