6 posts tagged with "research"

The details behind how you can compress vectors using PQ with little loss of recall!

Fine-tuning LlaMA 7B to use the Weaviate GraphQL APIs

Using the Weaviate Tile Encoder to compress vectors with Product Quantization.

Implementing HNSW + Product Quantization (PQ) vector compression in Weaviate.

Vector search on disks: How does Vamana compare to HNSW?

Self-Supervised Retrieval can surpass BM25 and Supervised techniques. This technique also pairs very well alongside BM25 in Hybrid Retrieval. Learn more about it.