Matches in Nanopublications for { <https://neverblink.eu/ontologies/llm-kg/methods#RAGFLARKOMultiStagePipeline> ?p ?o ?g. }
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- RAGFLARKOMultiStagePipeline type Workflow assertion.
- RAGFLARKOMultiStagePipeline label "Multi-stage RAG-FLARKO" assertion.
- RAGFLARKOMultiStagePipeline comment "This method proposes a multi-stage Retrieval-Augmented Generation (RAG) pipeline to enhance the performance of LLMs in financial asset recommendations. It uses LLMs to select relevant entities and construct compact subgraphs from a Personal Knowledge Graph (PKG) and a Market Knowledge Graph (MKG) in a chained, sequential manner. The curated KG context is then fed to a financial LLM (FLARKO) during inference to improve recommendation quality, reduce hallucinations, and optimize context window usage." assertion.
- RAGFLARKOMultiStagePipeline subject KGEnhancedLLMInference assertion.
- RAGFLARKOMultiStagePipeline hasTopCategory KGEnhancedLLM assertion.