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An evidence-first research platform for observing and studying early signals in medical technology development.

  • fda
  • medical-devices
  • openfda
  • python

TranslatedMultimodal retrieval in practice: intent recognition, prompt engineering, Qwen LoRA, EmbeddingGemma 2, and InfoNCE contrastive learning. Includes real demos, integration of your own data, training and evaluation, and a learning guide to RAG retrieval components.

  • clip
  • ecommerce
  • image-retrieval
  • image-search