Use the natively integrated vector database in Azure Cosmos DB for MongoDB (vCore architecture), which offers an efficient way to store, index, and search high-dimensional vector data directly alongside other application data. This approach removes the necessity of migrating your data to costlier ...
Use Cases for Vector Databases Vector database in Azure Available connectors to vector databases Take the next step A vector database is a type of database that stores data as high-dimensional vectors, which are mathematical representations of features or attributes. Each vector has a certain...
I've read about Azure Cache for Redis and Redis Enterprise. But I'm not sure if they're referring to Redis Vector Database. Is Redis Vector Database available in Azure? If yes, please share some proc... Show More Shruti_Pathak Microsoft Jun 27, 2023 Azure Cache f...
I've read about Azure Cache for Redis and Redis Enterprise. But I'm not sure if they're referring to Redis Vector Database. Is Redis Vector Database available in Azure? If yes, please share some proc...
Really easy. What is now left to do is to query the Azure OpenAI REST service so that, given any text, we can get the vector representation of that text. Then we can use that vector to calculate the cosine distance againstallthe wikipedia articles stored in the database and take only ...
Azure Cosmos DB for NoSQLAI May 23, 2023 Post comments count1 Post likes count4 Introducing Integrated Vector Database in Azure Cosmos DB for MongoDB vCore James, Gahl We are thrilled to announce the release of Integrated Vector Database in Azure Cosmos DB for MongoDB vCore, which will...
In a vector database, the vectors are typically stored along with their associated metadata, such as labels, identifiers, or any other relevant information. The database is optimized for efficient storage, retrieval, and querying of vectors based on their similarity or distance to other vectors. ...
Code Issues Pull requests FastAPI Backend for a Conversational Agent using Cohere, (Azure) OpenAI, Langchain & Langgraph and Qdrant as VectorDB ai openai cohere fastapi streamlit qdrant langchain vectordatabase ollama researchassistant Updated Feb 2, 2025 Python Uts...
A vector database is a specific kind of database that saves information in the form of multi-dimensional vectors representing certain characteristics or qualities. The number of dimensions in each vector can vary widely, from just a few to several thousand, based on the data's intricacy and de...
Learn what a vector database is, how it works, and why MongoDB Atlas Vector Search plays a significant role in the generative AI discussion.