The Excellence
Directory Platform Template

Awesome-Moviate is a movie search and recommendation engine demo that combines BM25 keyword search, semantic vector search, and hybrid search using Weaviate as the underlying vector database, serving as a practical example of hybrid retrieval for media content.

Healthsearch is an open-source demo application that uses Weaviate as a vector database to retrieve supplement products based on user-written reviews and queries, illustrating real-world semantic product search over vector embeddings.

HelixDB is a powerful, open-source graph-vector database built in Rust, designed for intelligent data storage for Retrieval-Augmented Generation (RAG) and AI applications. It combines graph database features with vector search, making it directly relevant to AI and machine learning workflows that require vector data management.

AnythingLLM is an open-source AI application that integrates with vector databases to facilitate storage and retrieval of embeddings, supporting various AI and LLM workflows.

Apache Arrow is a cross-language development platform for in-memory data that is commonly used to facilitate efficient integration between vector databases and machine learning frameworks. It provides a standardized format for data exchange that is useful for storing and querying high-dimensional vectors in AI applications.

Arroy is an open-source library for efficient similarity search and management of vector embeddings, useful in vector database systems.

Bleve is an open-source search library with experimental support for vector search, enabling hybrid search and retrieval in applications.

Crate is an open-source distributed SQL database with support for vector data types and vector search, suitable for AI-driven applications.

cuVS is an open-source library from RAPIDS for fast, GPU-accelerated vector search, useful for building high-performance vector databases.

An open-source library for creating, storing, and searching multimodal data and vector embeddings, supporting AI and ML workflows.

Epsilla is an open-source vector database optimized for high-performance similarity search and scalable storage of vector embeddings.

A platform focused on transforming AI/ML operations with transparency, control, and cost optimization, including support for vector database tasks.