This module packages a local Snowstorm server (via Docker) plus a vector search fallback (OpenAI embeddings + FAISS) and the SNOMED CT RF2 release zip. Use the Snowstorm Swagger UI to create an import ...

Moorcheh is the universal memory layer for agentic AI, providing fast deterministic semantic search with zero‑ops scalability. Its MIB + ITS stack preserves relevance while reducing storage cost and ...

In this tutorial, we build an elastic vector database simulator that mirrors how modern RAG systems shard embeddings across distributed storage nodes. We implement consistent hashing with virtual ...

Communication: Slack will be used for discussion about the course and assignments. The link will be emailed to the students. Image generated by chatgpt, including typos. This PhD-level course explores ...