Chatbots Life

OCTOBER 23, 2023

So recently, we have been experimenting with knowledge bases, and how information is structured is vital. The way knowledge is presented and organized dictates not only their understanding but also their output. In some sense, it directly relates to the context and overall meaning. LLMs are similar.

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AWS Machine Learning Blog

APRIL 18, 2024

In this post, we show you how to use LMA with Amazon Transcribe , Amazon Bedrock , and Knowledge Bases for Amazon Bedrock. Context-aware meeting assistant – It uses Knowledge Bases for Amazon Bedrock to provide answers from your trusted sources, using the live transcript as context for fact-checking and follow-up questions.

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AWS Machine Learning Blog

APRIL 9, 2024

With Knowledge Bases for Amazon Bedrock , you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG). Prerequisites To follow along with these examples, you need to have an existing knowledge base. Select the knowledge base you created.

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Hacker News

NOVEMBER 21, 2023

The IDP-Z3 Knowledge Base system

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Explosion

FEBRUARY 21, 2024

This blog post shows how to use spaCy and LLMs to extract entities and relationships from text and quickly tackle the complex problem of constructing a knowledge base graph from a corpus.

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Hacker News

MARCH 20, 2024

Contribute to raphaelsty/knowledge development by creating an account on GitHub. Open-source personal bookmarks search engine.

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Flipboard

OCTOBER 16, 2023

We introduce a graph-based benchmark based on real-world data—the Science4Cast benchmark, which aims to predict the future state of an evolving semantic network of AI. For that, we use more than 143,000 research papers and build up a knowledge network with more than 64,000 concept nodes.

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Hacker News

DECEMBER 28, 2023

We propose a novel technique to enhance Knowledge Graph Reasoning by combining Graph Convolution Neural Network (GCN) with the Attention Mechanism. This approach utilizes the Attention Mechanism to examine the relationships between entities and their neighboring nodes, which helps to develop detailed feature vectors for each entity.

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Dataconomy

AUGUST 8, 2016

Cloud computing is quickly becoming popular and the number of cloud based applications is increasing with the passage of each day. One of these is the cloud based knowledge base. A knowledge base is a digital resource that contains data as well as the rules for sharing and updating information.

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Chatbots Life

APRIL 1, 2024

Let’s begin by creating a Dialogflow agent with a knowledge base. It excels at several tasks, making it a versatile option for various applications, including Knowledge Base Dialogflow. Originally published at Build An AI Chatbot Using A Generative AI Model With Dialogflow Knowledge Base on February 2, 2024.

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Hacker News

APRIL 29, 2024

Longterm Memory for Autonomous Agents. Contribute to kingjulio8238/memary development by creating an account on GitHub.

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insideBIGDATA

JANUARY 2, 2024

In this contributed article, Matt Edic, Chief eXperience Officer, IntelePeer, delves into how Generative AI can elevate customer experiences with curated responses based on consumer demands and previous knowledge of the challenges faced when implementing.

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Chatbots Life

APRIL 11, 2024

Experiments in Organizing Information for Optimal Retrieval Continue reading on Chatbots Life »

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Flipboard

AUGUST 10, 2023

There’s been (probably a little too much) chatter on the internet about how OpenAI’s ChatGPT, and similar artificially intelligent (AI) chatbots, are …

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Analytics Vidhya

APRIL 16, 2024

This next-generation AI model boasts a significant upgrade in its knowledge base, leaving behind the limitations of previous models that stopped learning around […] The post OpenAI’s GPT-4 Turbo is Here with Information up to December 2023 appeared first on Analytics Vidhya.

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Hacker News

MAY 4, 2023

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Data Science Dojo

JANUARY 31, 2024

It is an AI framework and a type of natural language processing (NLP) model that enables the retrieval of information from an external knowledge base. It integrates retrieval-based and generation-based approaches to provide a robust database for LLMs. They can adapt the data to the changing needs of the user.

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Data Science Dojo

MARCH 23, 2024

Classification by transformer architecture The most fundamental categorization of transformer models is done based on their architecture. The variations are designed to perform specific tasks or cater to the limitations of the base architecture. This concludes our exploration of architecture-based transformer models.

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Dataconomy

MAY 21, 2018

The post The Definitive Guide to Building A No-Nonsense, Clutter-Free Knowledge Base appeared first on Dataconomy. Don’t worry, you are not alone. Most organizations give utmost importance to streamlining their customer support.

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insideBIGDATA

DECEMBER 26, 2023

In this contributed article, Chandini Jain, founder and CEO of Auquan, discusses how RAG AI represents a major breakthrough for making generative AI viable for knowledge-intensive tasks in the enterprise.

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Machine Learning Research at Apple

APRIL 23, 2024

Neural knowledge-to-text generation models often struggle to faithfully generate descriptions for the input facts: they may produce hallucinations that contradict the given facts, or describe facts not present in the input. To reduce hallucinations, we propose a novel decoding method, TWEAK (Think While Effectively Articulating Knowledge).

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DataSeries

FEBRUARY 1, 2024

Unlocking the Power of Generative AI for Personal Knowledge Management Continue reading on DataSeries »

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Data Science Dojo

MARCH 18, 2024

Yet, despite these impressive capabilities, their limitations became more apparent when tasked with providing up-to-date information on global events or expert knowledge in specialized fields. The model might offer generic advice based on its training data but lacks depth or specificity – and, most importantly, accuracy.

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Hacker News

SEPTEMBER 7, 2023

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Machine Learning Mastery

JUNE 7, 2023

Last Updated on June 9, 2023 ChatGPT demonstrated its capability for a broad knowledge base, but it is also a fantastic brainstorming and ideation tool. You can ask it to devise a complete project plan by framing requests or providing wide-ranging responses to open-ended questions, supplementing and extending human creativity.

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Data Science Dojo

APRIL 26, 2024

Its increased knowledge of coding enables it to assist in code completion and provide alternative approaches in the code generation process. Underlying architecture It has a transformer-based architecture that excels at sequence-to-sequence tasks, making it well-suited for language processing.

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Analytics Vidhya

SEPTEMBER 19, 2023

They facilitate knowledge-intensive processes comprising a global database, production rules, and a control system. AI Production Systems are classified into various types based on […] The post What is Production System in AI? Their key features include simplicity, modularity, adaptability, and modifiability.

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KDnuggets

MAY 9, 2023

Let's dive into some courses that will give you the knowledge you need to build an AI-based chatbot that looks good and functions well.

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Hacker News

MAY 4, 2024

This paper introduces CookingSense, a descriptive collection of knowledge assertions in the culinary domain extracted from various sources, including web data, scientific papers, and recipes, from which knowledge covering a broad range of aspects is acquired.

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Analytics Vidhya

MAY 5, 2023

Introducing PortfolioPilot , A Verified ChatGPT Plugin Investing in the stock market can be daunting, especially for those needing more experience and knowledge. With so much information available, it can be easy to feel overwhelmed and make decisions based on emotions rather than facts.

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Analytics Vidhya

JUNE 25, 2023

Artificial intelligence (AI) has come a long way since its inception, but until recently, its capabilities were restricted to text-based communication and limited knowledge of the world. However, the introduction of multimodal AI has opened up exciting new possibilities for AI, allowing it to “see” and “hear” like never before.

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insideBIGDATA

JANUARY 16, 2023

Got It AI, the Autonomous Conversational AI company, announced an innovative new "Truth Checker" AI that can identify when ChatGPT is hallucinating (generating fabricated answers) when answering user questions over a large set of articles or knowledge base.

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Analytics Vidhya

JULY 18, 2022

Introduction Elasticsearch is primarily a document-based NoSQL database, meaning developers do not need any prior knowledge of SQL to use it. Elasticsearch is a modern search and analytics engine based on Apache Lucene, […]. This article was published as a part of the Data Science Blogathon.

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Dataconomy

MARCH 27, 2024

Researchers built AI that can learn tasks from text instructions and then communicate that knowledge to other AI systems. This innovative model is designed to acquire knowledge and execute assignments from text-based directives, subsequently transferring this knowledge to other AI systems, according to the researchers.

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AWS Machine Learning Blog

FEBRUARY 8, 2024

You can now use Agents for Amazon Bedrock and Knowledge Bases for Amazon Bedrock to configure specialized agents that seamlessly run actions based on natural language input and your organization’s data. Knowledge Bases for Amazon Bedrock provides fully managed RAG to supply the agent with access to your data.

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Analytics Vidhya

NOVEMBER 16, 2020

Introduction Extracting knowledge from the data has always been an important task, especially when we want to make a decision based on data. The post Introduction to Clustering in Python for Beginners in Data Science appeared first on Analytics Vidhya.

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Analytics Vidhya

JANUARY 2, 2023

While not all of us are tech enthusiasts, we all have a fair knowledge of how Data Science works in our day-to-day lives. All of this is based on Data Science which is […]. The post Step-by-Step Roadmap to Become a Data Engineer in 2023 appeared first on Analytics Vidhya.

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