Embedding Provider Interface And Adapter Pattern

via “adapter-based embedding provider abstraction”

Mind engine adapter for KB Labs Mind (RAG, embeddings, vector store integration).

Unique: Uses a standardized adapter interface that decouples embedding provider implementations from the core RAG pipeline, enabling zero-code provider swaps through configuration rather than code changes

vs others: More flexible than hardcoded provider integrations (like LangChain's fixed OpenAI dependency) because adapters are pluggable and can be composed at runtime