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Contribute search fine-tuning examples to OpenAI cookbook repo (python)
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
Create a notebook that highlights the following:
- Combining Redis VSS and other search features (for improved performance)
- Show examples "fine tuning" the HNSW params for VSS and compare recall to a FLAT index structure.
- Show difference between using pipelines for multiple searches vs individual Redis calls (latency improvement)
- Anything else you guys think is relevant here from a search performance perspective?