The Excellence
Directory Platform Template

VectorAdmin is a universal vector database management system that serves as a frontend for vector databases, helping users manage, inspect, and work with vector data across different backends while reducing time spent wrangling vectors and associated embedding costs.

A re-ranking tool provided by Cohere, which can be integrated into LLM applications via frameworks like LangChain to improve the relevance and order of retrieved documents from search systems, including those utilizing vector databases.

A tool that allows users to run large language models locally, providing an easy way to set up and interact with various models, including integrations for generating and managing embeddings with vector databases.

A server that provides text embeddings, serving as a backend for embedding functions used with vector databases.