[D] Simplest Vector DB Implementation?

• usearch

  21 1,691 9.8 C++

  Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

  

• pgvector

  78 9,473 9.9 C

  Open-source vector similarity search for Postgres

  

Postgres supports vector storage, indexing and recall with pgvector

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• VDBforGenAI

  1 0 6.1 Python

  A simple vector database for giving context from a knowledge base to generative ai written in python with faiss as the search algorithm.

I made this one because I was asking a similar question some time ago. That is find the nearest vector from a bunch of documents and do it quickly and efficiently. Faiss backend with some nice python utilities. https://github.com/JakubJDolezal/VDBforGenAI

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