ConCise is a training-free protocol that compresses multi-step RAG context from O(N²) to O(N) tokens using conclusion chains and fused generation, achieving 64.63% average token savings.
Self-rag: Learning to retrieve, generate, and critique through self-reflection,
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ConCise: Training-Free Conclusion-Chain State Compression for Cost-Efficient Multi-Step RAG Services
ConCise is a training-free protocol that compresses multi-step RAG context from O(N²) to O(N) tokens using conclusion chains and fused generation, achieving 64.63% average token savings.