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Embeddings and RAG — How AI Systems Actually Know Things
Phase 1 ended with a working AI API. Eleven endpoints. Streaming chat. Structured output. Evals passing 15/15. Observable via Langfuse. But there was a problem I did not fully appreciate until Phase 2
learn.sannan.app10 min read
#python#rag#machine-learning#rag-retrievalaugmentedgeneration-llmapplications-technicaldocs-sensorengineering-multimodalai-graphrag-hydeprompting-aiforengineers-knowledgegraphs-machinelearning-langchain-llamaindex-ocr-mechatronics-industrialai-smartmanufacturing-aiknowledgemanagement-semanticsearch-aiinfrastructure
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