Part 3/12:
The Nexus serves as the core, representing the stream of consciousness—a chronological log of memories, thoughts, observations, and ideas. It functions by storing these records in a linear sequence, enabling rapid retrieval and associative search—fundamental features reminiscent of human memory.
Significance of Embeddings for Memory Search
One recent breakthrough enabling the Nexus is the use of semantic embeddings. This technology transforms text into high-dimensional vectors that capture meaning, allowing for semantic search rather than simple keyword matching. Unlike traditional systems like Elasticsearch or Solr, vector-based search scales effortlessly into trillions of memories and provides more contextually relevant results.