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How I Integrated Knowledge Graphs into RAG for Smarter Retrieval & Generation
RAG works well until it needs to understand how things are related. Retrieval-augmented generation (RAG) is a powerful technique that boosts the abilities of language models by combining two key steps: retrieving relevant information from an external...
my-ml-journey.hashnode.dev11 min read
#machine-learning#rag-retrievalaugmentedgeneration-llmapplications-technicaldocs-sensorengineering-multimodalai-graphrag-hydeprompting-aiforengineers-knowledgegraphs-machinelearning-langchain-llamaindex-ocr-mechatronics-industrialai-smartmanufacturing-aiknowledgemanagement-semanticsearch-aiinfrastructure#rag#knowledge-graph
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