txtai is an all-in-one AI framework for semantic search, LLM orchestration and language model workflows. The key component of txtai is an embeddings database, which is a union of vector indexes ...

Everyone building RAG apps reaches for the same stack: generate embeddings → store in a vector DB → cosine similarity search → feed context to an LLM. As you can find at semantic search using vector ...

Abstract: This paper introduces a novel approach to facilitating image search based on a compact semantic embedding. A novel method is developed to explicitly map concepts and image contents into a ...