vector-search

Vector database for scalable similarity search and AI applications.

Qdrant - Vector Search Engine and Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

The open big data serving engine. https://vespa.ai

Weaviate is an open source vector search engine that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.

💡 Build AI-powered semantic search applications

Tensor search for humans.

🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

🧬 The data structure for multimodal data · Neural Search · Vector Search · Document Store

A distributed system for embedding-based vector retrieval

Collections of vector search related libraries, service and research papers

🧞 No-code tool for creating a neural search solution in minutes

Multi-Modal Inference Library For Semantic Search Applications and Mid-Fusion Vision-Language Transformers

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

📑 Neural Search

Replacing MongoDB, Neo4J, Pinecone, and Elastic with a single open-source ACID transactional NoSQL database with Zero-Copy Semantics, replaceable backends, and a vast ecosystem of bindings for C, C++, Python, Java, GoLang

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

Relational Database for Unstructured Data

⚡ A fast embedded library for approximate nearest neighbor search

Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU