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Evaluating Vector Databases 101

Evaluating Vector Databases 101

With the growing interest in Large Language Models (LLMs) and AI solutions, vector databases have seen a rise in popularity. This is…
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amyoshino
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Model deployment with ONNX

Model deployment with ONNX

Why ONNX:
Go to the profile of Rashmi B Pawar
Rashmi B Pawar
Better Customer Support Using Retrieval-Augmented Generation (RAG) at Thomson Reuters

Better Customer Support Using Retrieval-Augmented Generation (RAG) at Thomson Reuters

High quality customer support is critical to business success. In this article, we’ll explain how we employed an AI-powered solution…
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Keshav Unni
A Talk on Contextualized Attention Embeddings by Professor Shoaib Jameel

A Talk on Contextualized Attention Embeddings by Professor Shoaib Jameel

Shortly after joining TR Labs Bangalore as a Machine Learning intern, I had the wonderful opportunity to attend a research talk given by…
Go to the profile of Thupten Dukpa
Thupten Dukpa
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A Wise Approach on Endpoint Selection

A Wise Approach on Endpoint Selection

Authors: Vikas Rai, Kofi Wang, Carolyn Liang, Krish Balakrishnan
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Vikas Rai
Mono-repo for model delivery — Pros and Cons

Mono-repo for model delivery — Pros and Cons

There are two general approaches to code repository structure for machine learning model development — multi-repository or a…
Go to the profile of Vineet Saju
Vineet Saju
Maximizing GPU Utilization via Data Loading Parallelization and Distributed Data Parallel

Maximizing GPU Utilization via Data Loading Parallelization and Distributed Data Parallel

The level of interest in Large Language Models (LLM) has exploded in popularity since ChatGPT was released. It sparked the imagination of…
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Ronald Teo
Slow Reads for S3 Files in Pandas & How to Optimize it

Slow Reads for S3 Files in Pandas & How to Optimize it

As part of one of our projects, we needed to load pickle files with sizes in the range of 10s of GBs from AWS S3 in AWS Sagemaker endpoints…
Go to the profile of Sneha Ghantasala
Sneha Ghantasala
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