The architecture of a vector database is specialized to manage the unique requirements of vector data. Central to this architecture is the index, which facilitates quick searches across vast datasets. Unlike traditional databases that use B-tree or hashing mechanisms, vector databases often employ alg...
A vector Databases in AI, for instance, allows you to: Look for music that has a similar melody and rhythm to a certain tune. Find articles having a similar theme and viewpoint as another specified one. Find devices that are similar to a particular device in terms of features and user ...
Qdrant is an Open Source vector database with in-built vector similarity search engine. Qdrant is written in Rust and is proven to be fast and reliable even under high load in production environment. Qdrant provides convenient API to store, search and manage vectors along with the associated pa...
a popular vector index library. Note that FAISS is only an index and not a vector database like Astra DB. See our guide onvector databasesfor the benefits of a vector database
Welcome to Azure Cosmos DB FAQ Try Azure Cosmos DB free Choose an API Distributed NoSQL Distributed relational Integrated vector databases What is a vector database Vector database in Azure Cosmos DB for NoSQL Full text search in Azure Cosmos DB for NoSQL Hybrid search in Azure Cosmos DB for...
Vector data sourcesVector databases are a new type of database designed to store vectors and enable efficient search over them. They return the most relevant results for a user's query. The vector search feature in a vector database allows retrieval-augmented generation to use LL...
Vector data sources Vector databases are designed to store vectors to enable efficient search. They return the most relevant results for a user's query. They allow RAG to use LLMs and custom data or domain-specific information. This involves extracting relevant information from ...
Change Data Capture (CDC) This method enables replicating data from databases to BigQuery in near real time. Datastream can stream data from databases to BigQuery data with near real-time replication. Datastream leverages CDC capabilities to track and replicate row-level changes from your data source...
Welcome to Azure Cosmos DB FAQ Try Azure Cosmos DB free Choose an API Distributed NoSQL Distributed relational Integrated vector databases What is a vector database Vector database in Azure Cosmos DB for NoSQL Full text search in Azure Cosmos DB for NoSQL Hybrid search in Azure Cosmos DB for...
- [Vector Databases](/blocks/vectordb/introduction) provide storage for our knowledge bases. - [LLMs](/blocks/llm/introduction) are machine-learning models that have been trained to understand natural language and code. They are quickly emerging as the building block of a new computing paradigm...