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In this blog, you will learn how to implement Retrieval Augmented Generation (RAG) using Weaviate, LangChain4j, and LocalAI. This implementation allows you to ask questions about your documents using natural language. Enjoy! 1. Introduction In the previous post, Weaviate was used as a vector database in order to perform a semantic search. The source documents used are two Wikipedia documents. The discography and list of songs recorded by Bruce Springsteen are the documents used. The interesting part of these documents is…

How can you use Data Science to support a Fast Fashion Retailer in Implementing a Circular Economy?(Image by Author)A circular economy is an economic system in which resources are used, reused or recycled in a closed loop instead of being extracted and discarded as waste.What happens to the old clothes you return to your favourite fast-fashion retail store?The aim is to maximize resource use and regenerate products or materials at the end of each life cycle.Processes following clothes return — (Image by Author)They are…

VinFast’s founder has announced a new arm called V-Green to build EV chargers, focused on bolstering global access while prioritizing sessions for VinFast drivers, accelerating the Vietnamese automaker’s expansion into new markets. Just when you think VinFast has already spread itself too thin, it has announced yet another expensive venture into another key segment in electrification. The automotive arm of Vietnamese conglomerate VinGroup is a mere six years old and has only been building BEVs since…

Learn to use AI to boost the efficiency of your businessContinue reading on Towards Data Science » Learn to use AI to boost the efficiency of your businessContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If you are the owner of…

Space startups such as GalaxEye Space, Dhruva Space and Pixxel have called on the government to implement a digital public infrastructure (DPI) for earth observation-based geospatial analytics. The Indian Space Association (ISpA) has sent a representation to the government making a similar pitch, saying it will open new horizons for India’s booming space sector.The government must commit towards procuring and integrating these solutions, according to the space companies, since space technologies find widespread…

A Simple Solution for Managing Cloud-Based ML-Training — Part 2Photo by Vlad D on UnsplashThis is a sequel to a recent post on the topic of building custom, cloud-based solutions for machine learning (ML) model development using low-level instance provisioning services. Our focus in this post will be on Amazon EC2.Cloud service providers (CSPs) typically offer fully managed solutions for training ML models in the cloud. Amazon SageMaker, for example, Amazon’s managed service offering for ML development, simplifies the…

PluralsightsDespite the benefits, 25% of these organizations said they don't have plans to deploy AI, while 20% already have and 55% plan to. The hesitation stems from inadequate budget or talent required to use the new tools properly. A majority of the professionals acknowledged that hesitation could be disastrous in the long run, with 94% of executives and 92% of IT professionals sharing that organizations investing in AI in the near future will be better able to compete, according to the report. However, the…

In this post, I briefly go over the concepts of an unsupervised learning method, hierarchical clustering, and its implementation in PythonContinue reading on Towards Data Science » In this post, I briefly go over the concepts of an unsupervised learning method, hierarchical clustering, and its implementation in PythonContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In…

Cool Hunting and Car and Driver has reported that both the brands will be the first to support next-generation CarPlay in 2024.Back in 2022, Apple announced the all-new CarPlay at its WWDC event. During the event, the company showcased the entire functionality of the new CarPlay setup and how it offers “the best iPhone experience for cars”.Fast forward to 2023, car makers have already started implementing the system into their cars. Porsche and Aston Martin have showcased…

Boxes display the interquartile range (IQR); open circles display median values and solid dots display means; vertical lines display 5th and 95th percentiles; and horizontal lines display the full range of each distribution. Credit: Carnegie Mellon College of Engineering Carbon capture and sequestration (CCS), the process of capturing and storing atmospheric carbon dioxide, is one method of reducing the amount of carbon dioxide…