Andrew Kornilov
Search practitioner and writer focused on e-commerce search, retrieval, and relevance evaluation. Blogs at frutik.medium.com and maintains the Awesome Search knowledge base. Known for a hands-on, “what actually breaks” style — documenting the hacks and dead ends involved in bending evaluation tooling like Quepid toward vector and image search.
Known For
- A multi-part, hands-on series on adapting Quepid for Vector Search Evaluation
- Building quepid-api-unofficial — an unofficial stateless HTTP API wrapper for Quepid
- Contributing fixes to Quepid
Articles
- Why Setting Up Quepid for Vector Search Evaluation Went Wrong
- Oops, I Did It Again
- How to Evaluate Image Search in Qdrant Using Quepid Part 1
- How to Evaluate Image Search in Qdrant Using Quepid Part 2
Key Concepts
- Vector Search Evaluation
- Quepid
- Judgment Lists
- Search Evaluation
- Multimodal Embeddings
- Hybrid Search