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RAG: AI-Powered Knowledge Management

Discover how Retrieval-Augmented Generation (RAG) is transforming knowledge management and elevating the capabilities of generative AI models. Explore real-world use cases that demonstrate its impact.

Posts

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Juan Pablo Balarini

13 SEP 2024

AI

How to augment your RAG architecture with Knowledge Graphs

There’s no doubt that in today’s data management and artificial intelligence landscape, Knowledge Graphs and Retrieval-Augmented Generation (RAG) techniques are becoming key players. In this blog post, we will explore how those models function, their interplay, and how you can use them right now in your projects using GraphRAG .

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Juan Pablo Balarini

25 JUL 2024

AI

Beyond words: the AI approach to text generation

Efficiency is key in complex organizations and enterprises, and the ability to generate documents quickly and accurately can make a difference. What if a solution could streamline this process, saving you time and resources while ensuring accuracy and compliance? 

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Juan Pablo Balarini

04 JUN 2024

AI

Text summarization through AI: the power of clustering

Enterprises often struggle with managing documentation and condensing it into concise summaries, a task that can be both tedious and costly when relying on AI like GPT, which charges per token. To address this challenge, AI-driven clustering offers a solution, enabling efficient summarization and categorization of vast amounts of text.

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Juan Pablo Balarini

28 MAR 2024

AI

AI for global expansion: the Promote Global case

In global business expansion, challenges often arise in navigating through a labyrinth of data, multiple interfaces, and various information sources. However, with the right technological approach, these challenges can be transformed into opportunities for efficiency and growth.

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Juan Pablo Balarini

28 MAR 2024

AI

RAG integration: empowering document management with DocsHunter

At Eagerworks, we integrated RAG into our in-house AI products, such as Docs Hunter. Aiming at companies working through a vast array of documentation and information, Docs Hunter was specifically designed to streamline these processes, offering functionalities like summarization, Q&A, and the implementation of chatbots for your business.

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Rosina Cataldo

22 MAR 2024

Design

AI tools to boost design creativity

Will AI completely replace designers? AI is meant to enhance our processes rather than supplant human creativity entirely. In this article, I delve into the role of AI in design and its potential to boost our creative approach.

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Juan Pablo Balarini

27 FEB 2024

Programming

An introduction to RAG: Retrieval Augmented Generation explained

Do you ever find it frustrating when trying to get ChatGPT to provide specific responses, but it ends up giving you nonsense instead? Wouldn't it be great if you could give ChatGPT some relevant context and have it respond with something meaningful? In this article, we'll delve into the concept of RAG and its potential to address this very issue.

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Juan Pablo Balarini

04 DEC 2023

AI

AI in document management: the DocsHunter case

In an era where agility and efficiency are paramount, businesses are increasingly looking at Artificial Intelligence (AI) to streamline operations and boost productivity. Leveraging AI opens up new paths for groundbreaking solutions, creating a culture of continuous advancement and setting new standards for innovation, especially for corporations dealing with intricate processes and extensive data. 

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