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Prashant Dixit

Prashant Dixit
in
Towards AI

Build Product Knowledge Graph using LLM

Extracting attribute-value information from unstructured data is called named entity recognition. There are various ways of performing it

Aug 1

Build Product Knowledge Graph using LLM

Aug 1

Prashant Dixit
in
Towards AI

Structured Financial data Extraction from Unstructured data

Structured outputs in RAG and LLM pipelines enhance accuracy, clarity, and ease of understanding, making them more compatible with other sys

Jul 9

Structured Financial data Extraction from Unstructured data

Jul 9

Prashant Dixit
in
LanceDB

Benchmarking New OpenAI Embedding Models with LanceDB

A couple of weeks ago, OpenAI launched their new and most performant embedding models with higher multilingual performance and new…

Feb 13

Benchmarking New OpenAI Embedding Models with LanceDB

Feb 13

Prashant Dixit
in
LanceDB

Langroid: Multi-Agent Programming framework for LLMs

In this era of Large Language Models (LLMs), there is unprecedented demand to create intelligent applications powered by this…

Jan 8

Langroid: Multi-Agent Programming framework for LLMs

Jan 8

Prashant Dixit
in
LanceDB

Inverted File Product Quantization (IVF_PQ): Accelerate vector search by creating indices

Vector similarity search is finding similar vectors from a list of given vectors in a particular embedding space. It plays a vital role in…

Dec 18, 2023

Inverted File Product Quantization (IVF_PQ): Accelerate vector search by creating indices

Dec 18, 2023

Prashant Dixit
in
LanceDB

Accelerate Vector Search Applications Using Openvino

we’ll also do a comparative analysis of the Pytorch model, FP16 Openvino format, and INT8 Openvino format in terms of speedup.

Dec 6, 2023

Accelerate Vector Search Applications Using Openvino

Dec 6, 2023

Prashant Dixit
in
LanceDB

Sentiment Analysis powered by semantic search using LanceDB

Sentiment Analysis also known as Opinion Mining is a NLP technique that is used to analyze texts for polarity, from positive to negative…

Nov 20, 2023

Sentiment Analysis powered by semantic search using LanceDB

Nov 20, 2023

Prashant Dixit
in
LanceDB

NER-powered Semantic Search using LanceDB

NER stands for Named Entity Recognition, a form of natural language processing (NLP) that involves extracting and identifying essential…

Nov 8, 2023

NER-powered Semantic Search using LanceDB

Nov 8, 2023

Prashant Dixit
in
LanceDB

A Primer on Text Chunking and its Types

Text chunking is a technique in natural language processing that divides text into smaller segments, usually based on the parts of speech…

Oct 25, 2023

A Primer on Text Chunking and its Types

Oct 25, 2023

Prashant Dixit

Generative Image Dynamics Summary

Recently a new Google Research has been published under the name of Generative Image Dynamics which seems astonishing to everyone because…

Sep 28, 2023

Generative Image Dynamics Summary

Sep 28, 2023

Prashant Dixit

Prashant Dixit

AI/Computer Vision/LLM Researcher • Open-source ML • Building AI/GenAI applications • Writing for making Life easier https://x.com/Prashant_Dixit0

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