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- Update unified_qa.py with LiteLLM integration improvements - Update config.py with RAG configuration options - Update cli.py with improved error handling - Update test files for compatibility
- Add LiteLLM multi-provider LLM support documentation - Document Advanced RAG features (contextual summarization, chunk re-ranking) - Update API endpoints (v1 and v2) - Document complete data flow for both v1 and v2 APIs - Update service layer architecture details - Add RAG configuration options - Update project structure to reflect current components
- Add LiteLLM multi-provider support to architecture diagram - Document AdvancedRAGService, ContextualSummarizationService, ChunkReRanker - Update data flow to include both v1 and v2 API flows - Add v2 API endpoints documentation - Update performance metrics for v1 and v2 APIs - Document LLMProviderManager component
- Add LiteLLM multi-provider support - Document v1 and v2 API endpoints - Update architecture section with RAG components - Update API keys section to reflect multiple providers - Add RAG configuration documentation
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unified_qa.pywithLiteLLMintegration improvementsconfig.pywith RAG configuration optionscli.pywith improved error handling