VKVansh Khanejainvanshkhaneja.hashnode.dev·Jul 21, 2024 · 7 min readMulti-Stage Vector Querying Using Matryoshka Representation Learning (MRL) in QdrantData retrieval is a critical component in the creation of an efficient Retrieval Augment Generation (RAG) application. The effectiveness of data retrieval directly impacts the performance, accuracy, and reliability of the application. There are vario...00
VKVansh Khanejainvanshkhaneja.hashnode.dev·Jun 21, 2024 · 7 min readCreating a Knowledge-Based IT Support Assistant with Qdrant, LangChain and StreamlitImagine a world where technology anticipates your needs. This article explores creating an intelligent IT support assistant using a vector database and a self-query retrieval technique. Discover how these technologies can revolutionize data managemen...00
VKVansh Khanejainvanshkhaneja.hashnode.dev·Jun 12, 2024 · 6 min readCar Model Detection and Reverse Image Search AI with ImageBind, Qdrant and StreamlitImagine a world where technology seamlessly connects vision and action, transforming our interaction with the environment. In this article, we explore how computer vision and vector similarity together can revolutionize visual data management, enhanc...00