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Methods for injecting structured data formats like JSON into LLM retrieval systems or prompts.
Distinct from Knowledge Retrieval Systems: Focuses on the structured format (JSON) and the injection into prompts, rather than general semantic search retrieval.
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dbskill is a collection of specialized libraries comprising prompt specifications, diagnostic frameworks, content toolsets, and agent behavioral instructions. It provides a knowledge management system using a four-layer engineering approach to organize facts and patterns into a verifiable decision-making base, alongside a skill library of prompt templates for business diagnostics and content engineering. The project features a business diagnostic framework for analyzing organizational bottlenecks and optimizing business models through structured analysis. It includes a content engineering too
Utilizes JSON-based libraries of business axioms and methodology for integration into retrieval systems or system prompts.