CostEfficient

Constructing Cost-Efficient Agentic RAG on Long-Text Documents in SQL Tables

a reliable, low-latency, cost-efficient RAG system on a SQL table that stores large documents in long-text fields — without changing the prevailing schema? This just isn't a theoretical problem. In most enterprises, critical business knowledge...

GraphRAG in Practice: The way to Construct Cost-Efficient, High-Recall Retrieval Systems

article, , I outlined the core principles of GraphRAG design and introduced an augmented retrieval-and-generation pipeline that mixes graph search with vector search. I also discussed why constructing a wonderfully complete graph—one which...

DeepSeek-GRM: Revolutionizing Scalable, Cost-Efficient AI for Businesses

Many businesses struggle to adopt Artificial Intelligence (AI) as a result of high costs and technical complexity, making advanced models inaccessible to smaller organizations. DeepSeek-GRM addresses this challenge to enhance AI efficiency and accessibility,...

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