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Published 20 hours ago • verified publisher icon redis-developer

Contribute advanced Hybrid search example in OpenAI Cookbook (python)

Open tylerhutcherson opened this issue 1 year ago • 5 comments

The existing cookbook just touches the surface: https://github.com/openai/openai-cookbook/blob/main/examples/vector_databases/redis/getting-started-with-redis-and-openai.ipynb

Contribute a Python notebook that demonstrates complex Hybrid queries with Redis VSS and other search features (an ecommerce dataset might work nicely) including

  • Numeric range filters
  • Tag filters
  • Full text search "filters"
  • Client-side hybrid scoring combing both BM25 lexical AND semantic search. This could be done in a pipeline to send 1 redis call to fetch both search results (top K) and then merge the sets. Show performance improvement with this technique over pure lexical or pure semantic?

tylerhutcherson avatar May 02 '23 16:05 tylerhutcherson