Iguazio

JANUARY 30, 2025

Each of these demos can be adapted to a number of industries and customized to specific needs. You can also watch the complete library of demos here. Output structured data is stored in a database, accessible for reporting or downstream applications. Watch the smart call center analysis app demo.

AI 96

AI AI Clustering Machine Learning 96

Data Science Dojo

NOVEMBER 18, 2023

Any serious applications of LLMs require an understanding of nuances in how LLMs work, embeddings, vector databases, retrieval augmented generation (RAG), orchestration frameworks, and more. This talk will introduce you to the fundamentals of large language models and its emerging architectures.

Deep Learning 312

Deep Learning Deep Learning Database Natural Language Processing 312

Dataconomy

MARCH 27, 2025

Oracle, however, has refuted the claims of a breach despite the demo of data verification by several companies. The irony here is that Oracle, the titan of database security, is caught in a denial web that even its own customers are verifying against. The “login.us2.oraclecloud.com”

Database 172

Database 172

IBM Journey to AI blog

MARCH 14, 2024

Also, traditional database management tasks, including backups, upgrades and routine maintenance drain valuable time and resources, hindering innovation. By using fit-for-purpose databases, customers can efficiently run workloads, using the appropriate engine at the optimal cost to optimize analytics for the best price-performance.

AWS 93

AWS Database ETL AI 93

Dataconomy

JUNE 5, 2024

On Tuesday, cybersecurity expert Alexander Hagenah unveiled a demo tool that illustrates how malware can effortlessly exploit the saved data within the Recall function. “The database is unencrypted. Beaumont noted that Recall saves information in a readily accessible database within the user’s AppData folder.

Database 194

Database AI AI 194

AWS Machine Learning Blog

MARCH 19, 2025

Implementation details and demo setup in an AWS account As a prerequisite, we need to make sure that we are working in an AWS Region with Amazon Bedrock support for the foundation model (here, we use Anthropics Claude 3.5 For this demo setup, we describe the manual steps taken in the AWS console.

AWS 117

AWS AI AI Cloud Computing 117

Flipboard

MAY 8, 2025

For example, with MCP an AI model could fetch information from a database, edit a design in Figma, or control a music app all by sending natural-language instructions through a standardized interface. Heres a demo of me creating a low-poly dragon guarding treasure scene in just a few sentences Video: Siddharth Ahuja 2.

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Database AI AI SQL 151

AWS Machine Learning Blog

OCTOBER 23, 2024

Agent Creator is a versatile extension to the SnapLogic platform that is compatible with modern databases, APIs, and even legacy mainframe systems, fostering seamless integration across various data environments. The following demo shows Agent Creator in action. Chunker Snap – Segments large texts into manageable pieces.

AI 93

AI AI Database AWS 93

Flipboard

JUNE 2, 2025

To address this, the company decides to build a GraphRAG application using Amazon Bedrock Knowledge Bases , usign the graph databases to represent complex relationships within the data. Data exploration : With the graph database populated, users can quickly explore the data using Graph Explorer. Select Data source as Amazon S3.

AWS 129

AWS Analytics Analytics Database 129

The MLOps Blog

JULY 4, 2024

TL;DR Vector databases play a key role in Retrieval-Augmented Generation (RAG) systems. After reading this article, you’ll know different ways to use vector databases to enhance the task performance of LLM-based systems. Vector Database: A database purpose-built for handling storage and retrieval of vectors.

Database 64

Database Machine Learning Machine Learning Data Scientist 64

Flipboard

MARCH 4, 2025

This creates a vector database that enables retrieval of relevant WAFR guidance during the review process Users access the WAFR Accelerator Streamlit application through Amazon CloudFront , which provides secure and scalable content delivery. Metadata filtering is used to improve retrieval accuracy.

AWS 164

AWS AI AI Database 164

Cambridge Intelligence

OCTOBER 25, 2023

Visualizing graph data doesn’t necessarily depend on a graph database… Working on a graph visualization project? You might assume that graph databases are the way to go – they have the word “graph” in them, after all. Do I need a graph database? It depends on your project. Unstructured? Under construction?

Database 64

Database Data Models Data Modeling Algorithm 64

Flipboard

MAY 27, 2025

Essentially, the protocol ensures that whether an AI is talking to a design tool or a database, the handshake and query format are consistent. Services (applications/data sources) These are the actual apps, databases, or systems that the MCP servers interface with. The barrier to multistep, multisystem automation drops dramatically.

AI 112

AI Database AI SQL 112

Towards AI

FEBRUARY 26, 2025

It works beautifully when you demo it to your friends. The typical rookie setup goes something like this: The user types something straight into OpenAIs API The response comes back straight to the user Every single message dumped into your database Seems logical enough, right? Your database will thank you.

Database 53

Database AI AI Machine Learning 53

AWS Machine Learning Blog

NOVEMBER 7, 2024

The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information. Use database functions for searches and compatibility checks. The following diagram illustrates the workflow of the agent. Assist with partial information.

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AWS Python AI AI 133

Flipboard

NOVEMBER 20, 2024

The implementation draws data from objects stored in Amazon Simple Storage Service (Amazon S3) in addition to structured records stored in Amazon Relational Database Service (Amazon RDS). Request a demo with Mark43 and learn how your agency can benefit from Amazon Q Business in public safety software.

AWS 149

AWS AI AI Analytics 149

phData

OCTOBER 29, 2024

You should have at least Contributor access to the workspace Download SQL Server Management Studio Step-by-Step Guide for Refreshing a Single Table in Power BI Semantic Model Using a demo data model, let’s walk through how to refresh a single table in a Power BI semantic model. A window will open.

Power BI 52

Power BI SQL Database Azure 52

Flipboard

MARCH 30, 2023

Now, with a letter circulating that asks AI researchers to pause development and with YC demo day next week, we decided to see if that checks out. Ninety-one startups, or 34%, of the current YC class list that they are an AI company or use AI in some kind of way, according to the accelerator’s handy online database.

AI 123

AI AI Artificial Intelligence Artificial Intelligence 123

Flipboard

NOVEMBER 24, 2023

The SnapLogic Intelligent Integration Platform (IIP) enables organizations to realize enterprise-wide automation by connecting their entire ecosystem of applications, databases, big data, machines and devices, APIs, and more with pre-built, intelligent connectors called Snaps.

Database 158

Database AWS ETL SQL 158

Flipboard

DECEMBER 11, 2024

With the SQL editor, you can query data lakes, databases, data warehouses, and federated data sources. Under Quick setup settings , for Name , enter a name (for example, demo). For Project name , enter a name (for example, demo). Expand your database starting from glue_db_. Choose Continue. option("multiLine", "true").option("header",

SQL 160

SQL AWS Data Lakes AI 160

AWS Machine Learning Blog

FEBRUARY 18, 2025

The assistant is connected to internal and external systems, with the capability to query various sources such as SQL databases, Amazon CloudWatch logs, and third-party tools to check the live system health status. Plus, it reduced costs in the embeddings process because less data is used to transform and tokenize into the vector database.

AWS 75

AWS Database ETL AI 75

AWS Machine Learning Blog

NOVEMBER 7, 2023

Instead of relying solely on their pre-trained knowledge, RAG allows models to pull data from documents, databases, and more. This means that as new data becomes available, it can be added to the retrieval database without needing to retrain the entire model. Memory efficiency – LLMs require significant memory to store parameters.

AWS 124

AWS AI AI Database 124

AWS Machine Learning Blog

OCTOBER 24, 2024

Database name : Enter dev. Database user : Enter awsuser. Enter the following details to establish your Amazon Redshift connection : Cluster Identifier : Copy the ProducerClusterName from the CloudFormation nested stack outputs. Unload IAM Role ARN : Copy the RedshiftDataSharingRoleName from the nested stack outputs.

Data Warehouse 117

Data Warehouse Machine Learning Machine Learning Cloud Data 117

Iguazio

APRIL 28, 2025

This setup happens once per toolset and is stored in a database. Each Nuclio function loads the appropriate model from Iguazio, performs inference, and sends results to a database or stream, or back to RabbitMQ for factory control actions. In the end, inference results are consolidated and written to a database.

ML 69

ML ML Clustering Database 69

phData

MARCH 21, 2023

A major bottleneck to getting value from a Snowflake Data Cloud environment is creating the databases, schemas, roles, and access grants that make up an ‘information architecture’. The Provision tool is available for everyone to try and demo at a small scale and is available to all phData customers for free without limitations.

Database 98

Database 98

Towards AI

DECEMBER 10, 2023

In my experience, there are two types of B2C new customers: A True new customer: A customer with no existing account in the company database. This led to crafting a solution that can be summarized in two steps: Using LLM to find semantic similarity between customer details in the database as soon as a customer registers.

Database 105

Database Python Algorithm AI 105

AWS Machine Learning Blog

NOVEMBER 14, 2024

In this post, we save the data in JSON format, but you can also choose to store it in your preferred SQL or NoSQL database. Run the Streamlit demo Now that you have the components in place and the invoices processed using Amazon Bedrock, it’s time to deploy the Streamlit application. or python -m streamlit run review-invoice-data.py

AWS 115

AWS Python AI AI 115

Hacker News

JULY 18, 2023

What if you could automatically shard your PostgreSQL database across any number of servers and get industry-leading performance at scale without any special data modelling steps? And if you want to see demos of some of this functionality, be sure to join us for the livestream of the Citus 12.0 Updates page. Let’s dive in!

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Database SQL Data Modeling Data Models 123

Flipboard

APRIL 16, 2025

Solution overview The AI-powered asset inventory labeling solution aims to streamline the process of updating inventory databases by automatically extracting relevant information from asset labels through computer vision and generative AI capabilities. The function updates the asset inventory database with the new extracted data.

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AWS Database AI AI 109

AWS Machine Learning Blog

FEBRUARY 13, 2025

For this demo, weve implemented metadata filtering to retrieve only the appropriate level of documents based on the users access level, further enhancing efficiency and security. To get started, explore our GitHub repo and HR assistant demo application , which demonstrate key implementation patterns and best practices.

AI 103

AI AI AWS ML 103

Tableau

JANUARY 26, 2021

Each month, our Developer Platform team pulls back the curtain on recent work to support our developer community during the monthly Tableau Developer Program Sprint Demos. To benefit from this new file format, which handles database files more efficiently after rows are deleted, opt-in with the January Hyper API release.

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Tableau Analytics Analytics Python 138

AWS Machine Learning Blog

SEPTEMBER 12, 2024

Text-to-SQL generation This step takes the user’s questions as input and converts that into a SQL query that can be used to retrieve the claim- or benefit-related information from a relational database. Data retrieval After the query has been validated, it is used to retrieve the claims or benefits data from a relational database.

SQL 132

SQL AWS AI AI 132

AWS Machine Learning Blog

DECEMBER 15, 2023

Amazon DocumentDB is a fully managed native JSON document database that makes it straightforward and cost-effective to operate critical document workloads at virtually any scale without managing infrastructure. Enter a connection name such as demo and choose your desired Amazon DocumentDB cluster. Finally, select your read preference.

Machine Learning 125

Machine Learning Machine Learning AWS ML 125

IBM Journey to AI blog

APRIL 8, 2024

The new Amazon Relational Database Service (Amazon RDS) for Db2 offering allows customers to migrate their existing, self-managed Db2 databases to the cloud and accelerate strategic modernization initiatives. AWS ran a live demo to show how to get started in just a few clicks. Where can I provide feedback?

AWS 87

AWS Database Data Warehouse Analytics 87

Hacker News

MARCH 9, 2023

Using large language models akin to ChatGPT, he built a free-form question-answering bot on top of a CrunchBase database of investors, companies and fundraising rounds. For another demo, Van Haren fine-tuned OpenAI’s GPT-3 language model on a dataset of over 6.5 Van Haren gave examples from his own experimentation.

Data Science 139

Data Science Data Scientist Machine Learning Machine Learning 139

ODSC - Open Data Science

OCTOBER 19, 2023

Grab one for access to Keynote Talks, Demo Talks, the AI Expo and Demo Hall, and Extra Events. Find Your AI Solutions at the ODSC West AI Expo Learn about the best AI solutions for your organization at the ODSC West AI Expo & Demo Hall during these Demo Theater sessions! Attend in-person or virtually! Learn more here!

Citizen Data Scientist 97

Citizen Data Scientist AI AI Data Science 97

Dataconomy

MAY 23, 2025

Overview of Anaplan’s functionality Powered by an in-memory database and the advanced Polaris calculation engine, Anaplan offers a dynamic environment for managing and analyzing business data. Notable competitors include: SAP: Renowned for its comprehensive enterprise resource planning solutions.

Predictive Analytics 91

Predictive Analytics Analytics Analytics Database 91