Streaming for Efficient Indexing: We’ve introduced streaming for memory-efficient indexing in vector databases. Want to know more? Check out our article on this feature here: https://www.analyticsvidhya.com/blo
In line with Qdrant’s open ethos, the hardware independence of GPU acceleration means customers can avoid vendor lock-in. It also enables local development and testing of vector databases on local machines including laptops with integrated graphics. This allows customers to develop and test their a...
"type": "Microsoft.DocumentDB/databaseAccounts/sqlDatabases/containers", "apiVersion": "2021-06-15", "name": "[concat(parameters('cosmosDbAccountName'), '/databases/', parameters('databaseName'), '/containers/', parameters('containerName'))]", "properties": { "resource": { "id":...
A computer system for indexing databases for efficient relational querying. A set of index files is created to index an entire set of structured or semi-structured source data. The source data is tokenized. During the tokenization of the source data the source data is manipulated in accordance ...
fixed-length array of numbers (a vector). This is more clear in the context ofretrieval-augmented generation(or RAG). This technique allows you to fetch relevant data from your sources (APIs, files, databases) to enhance an AI model input with the fetched, often private-to-the-busin...
The obstacle is that until now, off-the-shelfvector databasescould not index a dataset larger than memory, because both the full-resolution vectors and the index (edge list) needed to be kept in memory during index construction. Larger datasets could be split intosegments, but this means that...
Code Issues Pull requests Roaring bitmaps in Go (golang), used by InfluxDB, Bleve, DataDog go bitset roaring-bitmaps databases indexing bitmap-compression Updated Apr 8, 2025 Go openpaperwork / paperwork Star 2.4k Code Issues Pull requests Personal document manager (Linux/Windows) -- Mo...
HD video content represents a tremendous quantity of information that all types of devices can not easily handle. Hence the scalability issues in its processing have become a focus of interest in HD video coding technologies. In this chapter, we focus on
This is Part 3 of a series examining Data Structures in NoSQL databases. In this post, we use Full-Text Search natural language queries against data structures in Couchbase. Part 1: Data Structures for NoSQL Applications we used simplified JSON data access through native collections, maps, and...
On large databases, the performance of using a word lexicon for suggestions will probably be slower than using a value lexicon (range index). This can be very application specific, and in some cases the performance might be good, but in general, range indexes will perform much better than wo...