I'm a software engineer for a living, I'm working on milvus vector database project. My work focuses on the intersection of vector search/full text search, databases, and high-performance computing.
I'm looking for some AI related ideas to chase.
- Vector databases and approximate nearest-neighbor search
- Large-scale data systems and distributed infrastructure
- Performance engineering and algorithm optimization
- Benchmarking and evaluating data-intensive systems
- Faiss — efficient similarity search and clustering for dense vectors
- Milvus — a cloud-native vector database built for scalable ANN search
- Knowhere — Milvus's vector search engine, integrating FAISS, HNSW, DiskANN, and other indexing technologies
- VectorDBBench — an open-source benchmarking tool for vector databases
- Winconv — a C++ implementation of the Winograd minimal convolution algorithm for Intel architecture