Tellius
Tellius 5.5
Tellius 5.5
  • 🚩Getting Started
    • 👋Say Hello to Tellius
      • Glossary
      • Tellius 101
      • Navigating around Tellius
    • ⚡Quick Start Guides
      • Search
      • Vizpads (Explore)
      • Insights (Discover)
    • ✅Best Practices
      • Search
      • Vizpads (Explore)
      • Insights (Discover)
      • Predict
      • Data
    • ⬇️Initial Setup
      • Tellius architecture
      • System requirements
      • Installation steps for Tellius
      • Customizing Tellius
    • Universal Search
    • 🏠Tellius Home Page
    • ❓FAQs
      • Kaiya Conversational AI
      • Data Preparation FAQs
      • Environment FAQs
      • Search FAQs
      • Vizpads FAQs
      • Data Caching FAQs
      • Embedding FAQs
      • Insights FAQs
  • Kaiya
    • ♟️Understanding AI Agents & Agentic Flows
      • Glossary
      • Composer
      • 🗝️Triggering an agentic workflow
      • The art of possible
    • 🤹Kaiya conversational AI
      • Triggering Insights with "Why" questions
      • Mastering Kaiya conversational AI
      • 📒Kaiya Learnings
      • Kaiya Terms of Service
      • Best practices
  • 🔍Search
    • 👋Get familiar with our Search interface
    • 🤔Understanding Tellius Search
    • 📍Search Guide
    • 🚀Executing a search query
      • Selecting a Business View
      • Typing a search query
      • Constructing effective search queries
      • Marketshare queries
    • 🔑Analyzing search results
      • Understanding search results
      • Search Inspector
      • Time taken to execute a query
      • Interacting with the resulting chart
    • 📊Know your charts in Tellius
      • Understanding Tellius charts
      • Variations of a chart type
      • Building charts from Configuration pane
      • List of chart-specific fields
      • Adding columns to fields in Configuration pane
      • Absolute and percentage change aggregations
      • Requirements of charts
      • Switching to another chart
      • Formatting charts
      • Advanced Analytics
      • Cumulative line chart
    • 🧑‍🏫Help Tellius learn
    • 🕵️‍♂️Search history
    • 🎙️Voice-driven search
    • 🔴Live Query mode
  • 📈Vizpads (Explore)
    • 🙋Meet Vizpads!
    • 👋Get familiar with our Vizpads
    • #️⃣Measures, dimensions, date columns
    • ✨Creating Vizpads
    • 🌐Applying global filters
      • Filters in multi-BV Vizpads
      • Filters using common columns
    • 📌Applying local filters
    • 📅Date picker in filters
      • Customizing the calendar view
    • ✅Control filters
      • Multi-select list
      • Single-select list
      • Range slider
      • Dropdown list
    • 👁️Actions in View mode
      • Interacting with the charts
      • Exporting tables
    • 📝Actions in Edit mode
      • 🗨️Viz-level actions
      • Copy to Clipboard
    • 🔧Anomaly management for line charts
      • Instance level
      • Vizpad level
      • Chart level
    • ⏳Time taken to load a chart
      • Instance level
      • Vizpad level
      • Chart level
    • ♟️Working with sample datasets
    • 🔁Swapping Business View of charts
      • Swapping only the current Vizpad
      • Swapping multiple objects
      • Configuring the time of swap
    • 🤖Explainable AI charts
  • 💡Insights (Discover)
    • 👋Get familiar with our Insights
    • ❓Understanding the types of Insights
    • 🕵️‍♂️Discovery Insights
      • Impact Calculation for Top Contributors
    • ➕How to create new Insights
      • 🔛Creating Discovery Insight
      • 🔑Creating Key Driver Insights
      • 〰️Creating Trend Insights
      • 👯Creating Comparison Insights
    • 🧮The art of selecting columns for Insights
      • ➡️How to include/exclude columns?
  • 🔢Data
    • 👋Get familiar with our Data module
    • 🥂Connect
    • 🪹Create new datasource
      • Connecting to Oracle database
      • Connecting to MySQL database
      • Connecting to MS SQL database
      • Connecting to Postgres SQL database
      • Connecting to Teradata
      • Connecting to Redshift
        • Access S3 Data with Redshift Spectrum
      • Connecting to Hive
      • Connecting to Azure Blob Storage
      • Connecting to Spark SQL
      • Connecting to generic JDBC
      • Connecting to Salesforce
      • Connecting to Google cloud SQL
        • Connecting to a PostgreSQL cloud SQL instance
        • Connecting to an MSSQL cloud SQL instance
        • Connecting to a MySQL Cloud SQL Instance
      • Connecting to Amazon S3
      • Connecting to Google BigQuery
        • Steps to connect to a Google BigQuery database
      • Connecting to Snowflake
        • OAuth support for Snowflake
        • Integrating Snowflake with Azure AD via OAuth
        • Integrating Snowflake with Okta via OAuth
        • Azure PrivateLink
        • AWS PrivateLink
        • Best practices
      • Connecting to Databricks
      • Connecting to Databricks Delta Lake
      • Connecting to an AlloyDB Cluster
      • Connecting to HDFS
      • Connecting to Looker SQL Interface
      • Loading Excel sheets
      • 🚧Understanding partitioning your data
    • ⏳Time-to-Live (TTL) and Caching
    • 🌷Refreshing a datasource
    • 🪺Managing your datasets
      • Swapping datasources
    • 🐣Preparing your datasets
      • 🤾Actions that can be done on a dataset
      • Data Pipeline
      • SQL code snippets
      • ✍️Writeback window
      • 🧩Editing Prepare → Data
      • Handling null or mismatched values
      • Metadata view
      • List of icons and their actions
        • Functions
        • SQL Transform
        • Python Transform
        • Standard Aggregation
        • Creating Hierarchies
      • Dataset Scripting
      • Fusioning your datasets
      • Scheduling refresh for datasets
    • 🐥Preparing your Business Views
      • 🌟Create a new Business View
      • Creating calculated columns
      • Creating dynamic parameters
      • Scheduling refresh for Business Views
      • Setting up custom calendars
      • Custom Calendars for Live Connections
    • Tellius Engine: Comparison of In-Memory vs. Live Mode
    • Refresh pipeline
  • Feed
    • 📩What is a Feed in Tellius?
    • ❗Alerts on the detection of anomalies
    • 📥Actions done on a tracking Feed
    • 🖲️Track a new metric
  • Assistant
    • 💁Introducing Tellius Assistant
    • 🎤Voice-based Assistant
    • 💬Interacting with Assistant
    • ↖️Selecting Business View
  • Embedding Tellius
    • What you should know before embedding
    • Embedding URL
      • 📊Embedding Vizpads
        • Apply and delete filters
        • Vizpad-related actionTypes
        • Edit, save, and share a Vizpad
        • Keep, remove, drill sections
        • Adding a Viz to a Vizpad
        • Row-level policy filters
      • 💡Embedding Insights
        • Creating and Viewing Insights
      • 🔎Embedding Search
        • Search query execution
      • Embedding Assistant
      • 🪄Embedding Kaiya
      • Embedding Feed
  • API
    • Insights APIs
    • Search APIs
    • Authentication API (Login API)
  • 🛠️Settings
    • 👨‍💻My Profile
    • Users & Groups
      • Users
      • Groups
      • Synchronization
      • Default user group
      • User roles and permissions
    • Security
      • Authentication
        • LDAP
        • Azure AD
        • SAML
          • XML file
          • Using Okta as an IdP (SAML Integration)
        • OIDC
      • Configuration
    • User License
    • Application Settings
      • Search, Discover, Predict
      • Time Configuration
      • Vizpads
      • Email
      • Anomalies
      • Query time
      • Styles
      • Assistant
      • Miscellaneous
      • Centralized Job Alerts
      • Setting up LLM for Kaiya
  • ✨What's New
    • Release 5.5
    • Release 5.4
      • Patches 5.4.0.1 to 5.4.0.4
      • Patch 5.4.0.5
      • Patch 5.4.1
      • Patches 5.4.1.1 and 5.4.1.2
    • Release 5.3
      • Patch 5.3.1
      • Patch 5.3.2
      • Patch 5.3.3
    • Release 5.2
      • Patch 5.2.1
      • Patch 5.2.2
    • Release 5.1
      • Patch 5.1.1
      • Patch 5.1.2
      • Patch 5.1.3
    • Release 5.0
      • Patch 5.0.1
      • Patch 5.0.2
      • Patch 5.0.3
      • Patch 5.0.4
      • Patch 5.0.5
    • Release 4.3 (Fall 2023)
      • Patch 4.3.1
      • Patch 4.3.2
      • Patch 4.3.3
      • Patch 4.3.4
    • Release 4.2
      • Patch 4.2.1
      • Patch 4.2.2
      • Patch 4.2.3
      • Patch 4.2.4
      • Patch 4.2.5
      • Patch 4.2.6
      • Patch 4.2.7
    • Release 4.1
      • Patch 4.1.1
      • Patch 4.1.2
      • Patch 4.1.3
      • Patch 4.1.4
      • Patch 4.1.5
    • Release 4.0
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On this page
  • Search Settings
  • Insights
  • Machine Learning Settings

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  1. Settings
  2. Application Settings

Search, Discover, Predict

PreviousApplication SettingsNextTime Configuration

Last updated 12 days ago

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This section enables admins to fine-tune how users interact with Tellius's core search, insight generation, and machine learning capabilities.

Search Settings

Customize the behavior of natural language search, guided query experiences, and visualization enhancements.

  • Enable personalised search When turned on, Tellius uses each user’s historical interactions to prioritize and rank query suggestions, making future searches smarter and more relevant. This helps faster insights for repeat users by learning what matters to them.

  • Perform query on Enter key press Enabling this setting allows users to instantly trigger a search by pressing Enter on their keyboard, without needing to click the search icon.

  • Enable Guide Me Queries Activates Tellius's AI-powered query assistant that suggests relevant, contextual questions based on the selected Business View. It's ideal for users unfamiliar with the schema or unsure where to start their exploration.

  • Enable Add to Vizpad Buttons (Search & Insights) When enabled, this setting shows “Add to Vizpad” button next to each search or insight result to quickly build interactive Vizpads.

  • Enable In-Memory operations (Segment Driver, ML etc) for Live BV This setting enables Tellius to perform compute-heavy operations like segmentation analysis, machine learning, and driver insights directly in memory—even for Live Business Views connected to systems like Snowflake or Redshift.

    In addition to faster performance for these features, this toggle is required to enable downloads and exports of datasets, Insights, and Business Views when using Live connections.

Enabling this requires sufficient system RAM. If your environment has limited memory, consider keeping this disabled to avoid compute bottlenecks.

  • Enable data labels by default Ensures that charts automatically include numeric labels—like value annotations on bars, lines, or pie slices—making data easier to interpret at first glance.

  • Default Aggregation Defines how Tellius summarizes numeric fields in Search and Insights by default.

Insights

The Genius Insights engine generates advanced insights using machine learning algorithms, which require temporary storage for intermediate computation data.

You can configure where this intermediate data is stored:

  • Memory (RAM): Best for high-performance computation. Using RAM results in faster insights, especially for small to mid-sized datasets. However, it requires more memory, which may not be suitable for very large workloads.

  • Disk: Suitable when working with large datasets or limited memory environments. While storing data on disk reduces RAM usage, it may slightly impact insight generation speed. In most cases, disk performance is sufficient.

Choose "Memory" for speed; choose "Disk" for scalability.

Machine Learning Settings

This configures how Tellius performs predictive analytics and builds machine learning models behind the scenes.

  • Configure Compute vs Memory for computation Just like the Insights section, ML workloads can be set to compute:

    • Memory: Best for speed and iterative modeling. Best for small to medium datasets but requires more system memory.

    • Disk: Ideal for larger datasets or shared environments with limited memory. In most cases, disk-based processing is sufficient.

  • AutoML Hyperparameter optimization When enabled, Tellius automatically tunes model parameters (e.g., learning rate, regularization, tree depth) to maximize model accuracy but may increase training time. If disabled, models will use default parameters, reducing computation time.

  • Enable time-series models If enabled, supports creation of forecasting models using timestamped data like ARIMA, Prophet, and advanced ML-based time series algorithms. This is critical for use cases such as demand prediction, sales forecasting, and trend analysis.

🛠️
Application Settings
Default aggregation