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- Add proper type parameters for EmbeddingFunction generics - Fix ChromaDB query response handling with proper type checking - Add missing return type annotations to telemetry methods - Fix trace listener type annotations and imports - Handle potential None values in nested list indexing - Improve type safety in RAG and knowledge storage modules