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Hybrid search for medical field
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Classroom Contents
Medical Search Engine with SPLADE + Sentence Transformers in Python
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- 1 Hybrid search for medical field
- 2 Hybrid search process
- 3 Prerequisites and Installs
- 4 Pubmed QA data preprocessing step
- 5 Creating dense vectors with sentence-transformers
- 6 Creating sparse vector embeddings with SPLADE
- 7 Preparing sparse-dense format for Pinecone
- 8 Creating the Pinecone sparse-dense index
- 9 Making hybrid search queries
- 10 Final thoughts on sparse-dense with SPLADE
