PinnedPrasant KumarWhat is TinyML ? Why TinyML will soon be everywhereTinyML will soon be everywhere, powering the next generation of smart embedded devices.5 min read·Jun 13, 2022----
Prasant KumarinLanceDBBenchmarking New OpenAI Embedding Models with LanceDBA couple of weeks ago, OpenAI launched their new and most performant embedding models with higher multilingual performance and new…3 min read·Feb 13, 2024--1--1
Prasant KumarinLanceDBLangroid: Multi-Agent Programming framework for LLMsIn this era of Large Language Models (LLMs), there is unprecedented demand to create intelligent applications powered by this…6 min read·Jan 8, 2024----
Prasant KumarinLanceDBInverted File Product Quantization (IVF_PQ): Accelerate vector search by creating indicesVector similarity search is finding similar vectors from a list of given vectors in a particular embedding space. It plays a vital role in…6 min read·Dec 18, 2023----
Prasant KumarinLanceDBAccelerate Vector Search Applications Using Openvinowe’ll also do a comparative analysis of the Pytorch model, FP16 Openvino format, and INT8 Openvino format in terms of speedup.8 min read·Dec 6, 2023----
Prasant KumarinLanceDBSentiment Analysis powered by semantic search using LanceDBSentiment Analysis also known as Opinion Mining is a NLP technique that is used to analyze texts for polarity, from positive to negative…9 min read·Nov 20, 2023----
Prasant KumarinLanceDBNER-powered Semantic Search using LanceDBNER stands for Named Entity Recognition, a form of natural language processing (NLP) that involves extracting and identifying essential…6 min read·Nov 8, 2023----
Prasant KumarinLanceDBA Primer on Text Chunking and its TypesText chunking is a technique in natural language processing that divides text into smaller segments, usually based on the parts of speech…7 min read·Oct 25, 2023----
Prasant KumarGenerative Image Dynamics SummaryRecently a new Google Research has been published under the name of Generative Image Dynamics which seems astonishing to everyone because…2 min read·Sep 28, 2023--1--1
Prasant KumarFake Faces Classifier using TensorflowStyleGAN2 architecture generates the faces at an exceptional level indistinguishable from real but still can be identified using…4 min read·Aug 14, 2022----