Unite.AI

NOVEMBER 21, 2024

Understanding Drasi Drasi is an advanced event-driven architecture powered by Artificial Intelligence (AI) and designed to handle real-time data changes. Traditional data systems often rely on batch processing, where data is collected and analyzed at set intervals.

Machine Learning 144

Machine Learning Data Ingestion Automation Artificial Intelligence 144

AI Weekly

AUGUST 20, 2024

Welcome Bridging AI, Vector Embeddings and the Data Lakehouse Innovative leaders such as NielsenIQ are increasingly turning to a data lakehouse approach to power their Generative AI initiatives amidst rising vector database costs. Powered by onehouse.ai Can't make it? Register anyway to receive the recording!

Big Data 264

Big Data Data Ingestion Generative AI Software Development 264

NVIDIA

MARCH 19, 2025

AI has been shaping the media and entertainment industry for decades, from early recommendation engines to AI-driven editing and visual effects automation. Real-time AI which lets companies actively drive content creation, personalize viewing experiences and rapidly deliver data insights marks the next wave of that transformation.

Data Ingestion 91

Data Ingestion AI AI Large Language Models 91

Pickl AI

JULY 25, 2024

Summary: Data ingestion is the process of collecting, importing, and processing data from diverse sources into a centralised system for analysis. This crucial step enhances data quality, enables real-time insights, and supports informed decision-making. This is where data ingestion comes in.

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Data Ingestion ETL Data Quality Data Integration 52

AWS Machine Learning Blog

APRIL 3, 2025

To help improve this process, in October 2024 we launched an AI-powered account planning draft assistant for our sales teams, building on the success of Field Advisor , an internal sales assistant tool. In this post, we showcase how the AWS Sales product team built the generative AI account plans draft assistant.

Generative AI 86

Generative AI Metadata Software Development AI 86

Pickl AI

JULY 24, 2023

What is Real-Time Data Ingestion? Real-time data ingestion is the practise of gathering and analysing information as it is produced, without little to no lag between the emergence of the data and its accessibility for analysis. Traders need up-to-the-second information to make informed decisions.

Data Ingestion 52

Data Ingestion ETL Data Integration Data Science 52

AI News

AUGUST 29, 2023

If you think about building a data pipeline, whether you’re doing a simple BI project or a complex AI or machine learning project, you’ve got data ingestion, data storage and processing, and data insight – and underneath all of those four stages, there’s a variety of different technologies being used,” explains Faruqui.

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Data Ingestion Big Data Explainability ETL 243

IBM Journey to AI blog

MARCH 21, 2024

Artificial intelligence (AI) is revolutionizing industries by enabling advanced analytics, automation and personalized experiences. Enterprises have reported a 30% productivity gain in application modernization after implementing Gen AI. This flexibility ensures optimal performance without over-provisioning or underutilization.

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Data Ingestion Natural Language Processing Algorithm Automation 198

Snorkel AI

JANUARY 8, 2025

In todays fast-paced AI landscape, seamless integration between data platforms and AI development tools is critical. At Snorkel, weve partnered with Databricks to create a powerful synergy between their data lakehouse and our Snorkel Flow AI data development platform. Sign up here!

AI Developer 52

AI Developer AI Development Data Ingestion LLM 52

Towards AI

NOVEMBER 3, 2024

Author(s): Devi Originally published on Towards AI. Part 2 of a 2-part beginner series exploring fun generative AI use cases with Gemini to enhance your photography skills! A beginner friendly introduction and application of RAG As an amateur photographer, I am experimenting with ways I can use generative AI to get better at my craft.

Data Ingestion 105

Data Ingestion Python LLM Generative AI 105

AWS Machine Learning Blog

OCTOBER 23, 2024

Generative AI is set to revolutionize user experiences over the next few years. A crucial step in that journey involves bringing in AI assistants that intelligently use tools to help customers navigate the digital landscape. In this post, we demonstrate how to deploy a contextual AI assistant.

Data Ingestion 90

Data Ingestion Natural Language Processing Generative AI Conversational AI 90

Marktechpost

JULY 2, 2024

Be it documents, images, or video/audio files, managing and making sense of this unstructured data can be overwhelming. The challenge lies in converting this diverse data into a structured format that is easy to work with, especially for applications involving advanced AI technologies.

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Data Ingestion LLM AI AI 117

Marktechpost

DECEMBER 18, 2023

With the increase in the growth of AI, large language models (LLMs) have become increasingly popular due to their ability to interpret and generate human-like text. The key components of GPT-RAG are data ingestion, Orchestrator, and front-end app. The Orchestrator maintains scalability and consistency in user interactions.

Machine Learning 144

Machine Learning Data Ingestion OpenAI Large Language Models 144

IBM Journey to AI blog

SEPTEMBER 27, 2023

Accelerate threat detection and response (TDR) using AI-powered centralized log management and security observability It is not news to most that cyberattacks have become easier to launch and harder to stop as attackers have gotten smarter and faster. The average cost of a data breach set a new record in 2023 of USD 4.45

Automation 295

Automation Data Ingestion Artificial Intelligence Artificial Intelligence 295

Unite.AI

MARCH 14, 2024

Inflection AI has been making waves in the field of large language models (LLMs) with their recent unveiling of Inflection-2.5, Inflection AI's rapid rise has been further fueled by a massive $1.3 a model that competes with the world's leading LLMs, including OpenAI's GPT-4 and Google's Gemini. Inflection-2.5 Inflection-2.5

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LLM Large Language Models Data Ingestion AI 274

AWS Machine Learning Blog

FEBRUARY 21, 2025

With the current housing shortage and affordability concerns, Rocket simplifies the homeownership process through an intuitive and AI-driven experience. Rockets legacy data science architecture is shown in the following diagram. This makes it easier to access and analyze the data, and to integrate it with other systems.

Data Science 68

Data Science Data Scientist Data Ingestion DevOps 68

Flipboard

DECEMBER 31, 2024

Empowering AI teams with seamless integration, rapid prototyping, and robust data handling through a serverless, RAG-as-a-Service platform.

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Data Ingestion AI AI Machine Learning 65

PyImageSearch

FEBRUARY 17, 2025

Home Table of Contents Chat with Graphic PDFs: Understand How AI PDF Summarizers Work The Challenge of Processing Complex PDFs Layout Complexity Table and Figure Recognition Mathematical and Special Characters Enter the World of Multimodal Models The Power of RAG Key Components of a RAG Pipeline Why Choose ColPali as the Retriever?

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Computer Vision Deep Learning Data Ingestion AI 84

Snorkel AI

DECEMBER 2, 2024

The integration between the Snorkel Flow AI data development platform and AWS’s robust AI infrastructure empowers enterprises to streamline LLM evaluation and fine-tuning, transforming raw data into actionable insights and competitive advantages. Here’s what that looks like in practice.

Data Ingestion 52

Data Ingestion Large Language Models LLM Machine Learning 52

IBM Journey to AI blog

JANUARY 9, 2024

Struggling with the limitations of conventional approaches, you recognize the imperative to embrace IT-as-a-service to stay ahead, with the infusion of AI becoming the catalyst for change. Welcome to a new era—where the infusion of AI into every facet of operations is not just an option, but a necessity. The result?

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Data Ingestion Automation Data Platform AI Modeling 212

Marktechpost

JUNE 16, 2024

Approachable Design: The interface blurs the lines between a document-like environment and a code editing surface, incorporating no-code interactions and AI assistance to lower the barrier to entry. AI-Powered Authoring: The integration of Databricks Assistant provides in-line code generation and AI-powered code completion.

Data Ingestion 116

Data Ingestion Python Automation Data Scientist 116

Unite.AI

NOVEMBER 2, 2023

While most books on Generative AI focus on the benefits of content generation, few delve into industrial applications, such as those in warehouses and collaborative robotics. Here, “The Definitive Guide to Generative AI for Industry ” truly shines. About Cognite Cognite makes Generative AI work for industry.

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Generative AI Data Ingestion Large Language Models AI 157

AWS Machine Learning Blog

JUNE 18, 2024

This post presents a solution that uses a generative artificial intelligence (AI) to standardize air quality data from low-cost sensors in Africa, specifically addressing the air quality data integration problem of low-cost sensors. A human-in-the-loop mechanism safeguards data ingestion.

Generative AI 118

Generative AI Data Ingestion Python LLM 118

AWS Machine Learning Blog

FEBRUARY 5, 2025

There is consistent customer feedback that AI assistants are the most useful when users can interface with them within the productivity tools they already use on a daily basis, to avoid switching applications and context. Web applications like Amazon Q Business and Slack have become essential environments for modern AI assistant deployment.

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Data Ingestion AI AI Metadata 70

AWS Machine Learning Blog

AUGUST 9, 2024

This post provides an overview of a custom solution developed by the AWS Generative AI Innovation Center (GenAIIC) for Deltek , a globally recognized standard for project-based businesses in both government contracting and professional services. The first step is data ingestion, as shown in the following diagram. What is RAG?

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Data Ingestion Metadata LLM Generative AI 120

AWS Machine Learning Blog

JANUARY 29, 2025

Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. In this post, we evaluate different generative AI operating model architectures that could be adopted.

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Generative AI AI AI Large Language Models 79

Marktechpost

SEPTEMBER 26, 2023

An AI Copilot is an artificial intelligence system that assists developers, programmers, or other professionals in various tasks related to software development, coding, or content creation. Well-known AI Copilots include GitHub Copilot and OpenAI GPT-3. Well-known AI Copilots include GitHub Copilot and OpenAI GPT-3.

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Data Ingestion Natural Language Processing Artificial Intelligence Artificial Intelligence 128

Towards AI

NOVEMBER 20, 2023

Hernandez-Betancur Originally published on Towards AI. Creating RESTful APIs and services with JuliaImage Generated by AI on Gencraft U+1F44B Hello and welcome back to our series to explore the Julia programming language to develop end-to-end machine learning (ML) projects. Join thousands of data leaders on the AI newsletter.

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Data Ingestion Machine Learning ML AI 110

Towards AI

NOVEMBER 8, 2024

Last Updated on November 9, 2024 by Editorial Team Author(s): Houssem Ben Braiek Originally published on Towards AI. Data preparation isn’t just a part of the ML engineering process — it’s the heart of it. This post dives into key steps for preparing data to build real-world ML systems. Published via Towards AI

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Data Ingestion Metadata ML Engineer ML 111

Marktechpost

APRIL 9, 2024

In the rapidly evolving landscape of AI frameworks, two prominent players have emerged: LlamaIndex and LangChain. By facilitating efficient data integration and enhancing LLM performance, LlamaIndex is tailored for scenarios where rapid, accurate access to structured data is paramount.

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Artificial Intelligence Artificial Intelligence Large Language Models Data Ingestion 117

IBM Journey to AI blog

SEPTEMBER 11, 2023

Its robust architecture and proven performance have given businesses uninterrupted access to critical data while powering their enterprise-level applications. was a significant leap forward in data management, empowering organizations to unlock the full potential of their data. is a proven, versatile, and AI-ready solution.

Machine Learning 253

Machine Learning Data Ingestion Automation Data Scientist 253

AWS Machine Learning Blog

APRIL 26, 2024

FM-powered artificial intelligence (AI) assistants have limitations, such as providing outdated information or struggling with context outside their training data. You can now interact with your documents in real time without prior data ingestion or database configuration. What is Retrieval Augmented Generation?

Data Ingestion 120

Data Ingestion Generative AI Python Software Engineer 120

AWS Machine Learning Blog

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Using our AI assistant built on Amazon Q, team members are saving hours of time each week. This time adds up individually, but also collectively at the team and organizational level.

Generative AI 90

Generative AI Data Ingestion Chatbots Software Engineer 90

Marktechpost

APRIL 1, 2024

Addressing this challenge requires a solution that is scalable, versatile, and accessible to a wide range of users, from individual researchers to large teams working on the state-of-the-art side of AI development. Existing research emphasizes the significance of distributed processing and data quality control for enhancing LLMs.

Large Language Models 110

Large Language Models ETL Data Ingestion Data Quality 110

IBM Journey to AI blog

SEPTEMBER 20, 2023

Foundational models (FMs) are marking the beginning of a new era in machine learning (ML) and artificial intelligence (AI) , which is leading to faster development of AI that can be adapted to a wide range of downstream tasks and fine-tuned for an array of applications. Large language models (LLMs) have taken the field of AI by storm.

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Large Language Models DevOps Data Science AI Modeling 238

AWS Machine Learning Blog

FEBRUARY 7, 2025

This deployment guide covers the steps to set up an Amazon Q solution that connects to Amazon Simple Storage Service (Amazon S3) and a web crawler data source, and integrates with AWS IAM Identity Center for authentication. It empowers employees to be more creative, data-driven, efficient, prepared, and productive.

Data Ingestion 72

Data Ingestion Large Language Models Generative AI Automation 72

IBM Journey to AI blog

JUNE 12, 2023

Built on IBM’s Cognitive Enterprise Data Platform (CEDP), Wf360 ingests data from more than 30 data sources and now delivers insights to HR leaders 23 days earlier than before. Flexible APIs drive seven times faster time-to-delivery so technical teams and data scientists can deploy AI solutions at scale and cost.

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Data Quality Automation Data Ingestion Data Platform 187