Designing a RAG and embeddings backend
RAG demos are easy and RAG in production is hard, and the reason is always the same: retrieval, not generation, is the bottleneck. Here's how I designed the embeddings backend for a multi-agent system where the retrieval layer is the difference between agents that remember and agents that hallucinate.
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