⚠️ This repository is archived. While the server setup and configuration remain unchanged, the Python code (SQLAlchemy patterns, repositories, services) is periodically revised as better approaches ...

python binary wheels for multiple-plaforms with postgres binaries convenience python methods that handle db initialization and server process management, that deals with things that would normally ...

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 ...

But for industries dependent on heavy engineering, the reality has been underwhelming. Engineers ask specific questions about infrastructure, and the bot hallucinates. The failure isn't in the LLM.

Abstract: Effective hospital management requires traceability and visibility of surgical data. In several public hospitals in Honduras, surgical scheduling and documentation are still managed manually ...

Learn how to use PostgreSQL + PGVector as a smarter, more contextual retrieval engine for GenAI apps Discover best practices for embedding storage, indexing, and relevance scoring in Azure Database ...