Knowledge base

Ensuring Time-Series Data Quality with Timeseer.AI

Timeseer.AI offers a platform-based solution for profiling, analyzing, and augmenting/repairing IoT data, significantly reducing the time required by data science teams to ensure data quality and prevent unreliable data from adversely affecting operations. The software provides an extensive array of capabilities for visualizing and resolving data quality issues, offering configurability through a well-defined set of components. Furthermore, Timeseer.AI seamlessly integrates into the Modern Data Platform on Microsoft Azure, boosting flexible deployment options, effortless programmatic access to Databricks, data lakes, and on-premises databases, along with a streamlined UI experience. These features empower data science and operations teams to swiftly regain control over the quality of their IoT data, making it an invaluable asset for companies seeking to leverage reliable time-series data for crucial business insights and state-of-the-art use cases.

Louis Vincent

donderdag, 31 augustus 2023

Workspace Management in Microsoft Fabric

Microsoft Fabric is the new Microsoft branded analytics platform that integrates data warehousing, data integration and orchestration, data engineering, data science, real-time analytics, and business intelligence into a single product. This new one-stop shop for analytics brings a set of innovative features and capabilities by providing a transformative tool for data professionals and business users.

David Kaminski

donderdag, 31 augustus 2023

How does Microsoft Fabric Empower Data Scientists?

Microsoft Fabric offers Data Science experiences to empower users to complete end-to-end data science workflows for the purpose of data enrichment and business insights. You can complete a wide range of activities across the entire data science process, all the way from data exploration, preparation and cleansing to experimentation, modelling and model scoring and serving of predictive insights to BI reports.

maandag, 28 augustus 2023

Microsoft Purview Unified Data Governance – Free version

Getting started with Data Governance just got easier! You can now use the free version of Microsoft Purview to dip your toes into the Data Governance world by cataloging your Azure data sources. The best news is that you don’t need to do any complex setup to get started, Microsoft has provided you with an instance of Microsoft Purview that is ready to use!

Tom Bouten

Kamil Radomski

vrijdag, 25 augustus 2023

Part 1 - Architecture: Building the Foundation for AI-Powered Conversations

Discover how vector storage plays a crucial role in enhancing chatbot interactions.

Luis Valencia

woensdag, 23 augustus 2023

Part 4 - Backend Brilliance: Integrating Langchain and Cognitive Search for AI-Powered Chats

This post dives into the application realm, showcasing how vector storage transforms the backend of your chat and AI applications. Unveil the synergy between Langchain, a potent language processing tool, and Cognitive Search. Immerse yourself in the world of vector-based language understanding, and witness how it propels your application’s backend, enabling nuanced and contextually aware conversations.

Luis Valencia

woensdag, 23 augustus 2023

Part 2 - Embedding Generator for Cognitive Search: Revolutionizing Conversational Context

We plunge into the heart of vector-based search with the Embedding Generator for Cognitive Search. Brace yourself to witness how vectors wield their magic, transforming conversations into high-dimensional representations. Discover how this transformative capability ignites contextual understanding, enabling your chat and AI applications to engage with users at a whole new level of sophistication.

Luis Valencia

woensdag, 23 augustus 2023

Part 5 - Frontend Flourish: Craft Immersive AI Experiences Using Streamlit

As we approach the finale, we shift our focus to the frontend. Discover how Streamlit, the dynamic Python library, can breathe life into your AI applications. Build an engaging user interface that brings vector-powered insights to life, visually enhancing user interactions and experiences. Unlock the potential to captivate users with visually appealing dashboards that showcase the transformative impact of vector storage.

Luis Valencia

woensdag, 23 augustus 2023

Part 3 - Configuration Deep Dive: Empowering Conversations with Vector Storage

Intro In order to be able to create LLM Applications using Azure Cognitive Search, we need to setup the components for it, this was explained in the first part, we need Indexes, Indexers, Knowledge Store, Data Sources and Skillsets. In this part we will create the backend functions to support all of this.

Luis Valencia

woensdag, 23 augustus 2023

Overview: Elevate Chat & AI Applications: Mastering Azure Cognitive Search with Vector Storage for LLM Applications with Langchain

Welcome to our blog series, “Elevate Chat & AI Applications: Mastering Azure Cognitive Search with Vector Storage.”

Luis Valencia

woensdag, 23 augustus 2023