code · pull · Apr 1, 2026 · Apr 1, 2026 · Apr 1, 2026
diff --git a/docs-mintlify/admin/ai/agent-rules.mdx b/docs-mintlify/admin/ai/agent-rules.mdx
@@ -3,10 +3,6 @@ title: Agent Rules
 description: _Understanding Agent Rules configuration and behavior in Cube._
 ---
 
-# Agent Rules
-
-_Understanding Agent Rules configuration and behavior in Cube._
-
 Agent Rules in Cube provide a powerful way to customize and control how AI agents behave within specific spaces. Rules act as contextual instructions that guide agents' responses and analysis, ensuring consistent behavior aligned with your business logic and domain expertise.
 
 ## Rule Types

diff --git a/docs-mintlify/admin/ai/index.mdx b/docs-mintlify/admin/ai/index.mdx
@@ -1,16 +1,10 @@
 ---
 description: Configure and manage AI-powered features in Cube Cloud, including spaces, agents, models, and memory isolation.
+title: Overview
 ---
 
- AI
-
 AI tools help you configure and manage AI-powered features in Cube Cloud.
 
-<Tip>
-
-AI tools are available in Cube Cloud.
-
-</Tip>
 
 ## AI tools
 

diff --git a/docs-mintlify/admin/ai/memory-isolation.mdx b/docs-mintlify/admin/ai/memory-isolation.mdx
@@ -3,10 +3,6 @@ title: Agent Memories
 description: _Learn how Cube enforces memory isolation across tenants, spaces, and users._
 ---
 
-# Agent Memories
-
-_Learn how Cube enforces memory isolation across tenants, spaces, and users._
-
 Memory in Cube allows Agents to learn from and recall past interactions, user preferences, and contextual information. When users interact with Agents, relevant information is stored as memories that can be retrieved in future conversations, enabling more personalized and context-aware responses. Memories help Agents understand user preferences, remember previous decisions, and provide continuity across sessions.
 
 Memories are scoped and enforced at the Tenant/Space boundary. Cube applies both application-layer and (optionally) infrastructure-layer isolation so one customer's end users cannot see another customer's memories.

diff --git a/docs-mintlify/admin/ai/spaces-agents-models.mdx b/docs-mintlify/admin/ai/spaces-agents-models.mdx
@@ -3,10 +3,6 @@ title: Spaces, agents, models
 description: _Understanding the core concepts of Spaces, Agents, and Models in Cube._
 ---
 
-# Spaces, agents, models
-
-_Understanding the core concepts of Spaces, Agents, and Models in Cube._
-
 Cube is an agentic analytics platform that combines AI agents with semantic data modeling to create intelligent, automated analytics experiences. This guide explains the three fundamental concepts that form the foundation of Cube: **Spaces**, **Agents**, and **Models**.
 
 ## Core Concepts

diff --git a/docs-mintlify/admin/ai/yaml-config.mdx b/docs-mintlify/admin/ai/yaml-config.mdx
@@ -3,8 +3,6 @@ title: YAML Agent Configuration
 description: This feature is available by request only. Please contact your Cube representative to enable YAML agent configuration for your deployment.
 ---
 
-# YAML Agent Configuration
-
 <Warning>
 
 This feature is available by request only. Please contact your Cube representative to enable YAML agent configuration for your deployment.

diff --git a/docs-mintlify/admin/api-keys.mdx b/docs-mintlify/admin/api-keys.mdx
@@ -3,10 +3,6 @@ title: API keys
 description: Admins can manage API keys through Admin → API Keys.
 ---
 
-# API keys
-
-Admins can manage API keys through **Admin → API Keys**.
-
 Create and revoke API keys for your Cube organization.
 
 <video

diff --git a/docs-mintlify/admin/budgets.mdx b/docs-mintlify/admin/budgets.mdx
@@ -3,8 +3,6 @@ title: Budgets
 description: Learn how usage thresholds trigger budget notifications and where to manage them in Cube Cloud billing.
 ---
 
-# Budgets
-
 As an account administrator, you can define rules which trigger notifications
 when your account's usage exceeds a certain threshold. These rules are called
 "budgets".

diff --git a/docs-mintlify/admin/connect-to-data/concurrency.mdx b/docs-mintlify/admin/connect-to-data/concurrency.mdx
@@ -3,11 +3,6 @@ title: Querying concurrency
 description: "All queries to [data APIs][ref-data-apis] are processed asynchronously via a _query queue_. It allows to optimize the load and increase querying performance."
 ---
 
-# Querying concurrency
-
-All queries to [data APIs][ref-data-apis] are processed asynchronously via a _query
-queue_. It allows to optimize the load and increase querying performance.
-
 ## Query queue
 
 The query queue allows to deduplicate queries to API instances and insulate upstream

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/aws-athena.mdx b/docs-mintlify/admin/connect-to-data/data-sources/aws-athena.mdx
@@ -3,8 +3,6 @@ title: Amazon Athena
 description: Give Cube IAM access to Athena, an S3 query-results path, region and catalog settings, plus optional assumed-role credentials.
 ---
 
-# Amazon Athena
-
 ## Prerequisites
 
 - [A set of IAM credentials][aws-docs-athena-access] which allow access to [AWS

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/aws-redshift.mdx b/docs-mintlify/admin/connect-to-data/data-sources/aws-redshift.mdx
@@ -3,8 +3,6 @@ title: AWS Redshift
 description: Authenticate Cube to Amazon Redshift with database passwords or IAM roles and ensure network reachability from your deployment.
 ---
 
-# AWS Redshift
-
 ## Prerequisites
 
 - The [hostname][aws-redshift-docs-connection-string] for the [AWS

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/clickhouse.mdx b/docs-mintlify/admin/connect-to-data/data-sources/clickhouse.mdx
@@ -3,8 +3,6 @@ title: ClickHouse
 description: Connect Cube to ClickHouse for low-latency analytics, including host credentials and driver-specific connection options.
 ---
 
-# ClickHouse
-
 [ClickHouse](https://clickhouse.com) is a fast and resource efficient
 [open-source database](https://github.com/ClickHouse/ClickHouse) for real-time
 applications and analytics.

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/databricks-jdbc.mdx b/docs-mintlify/admin/connect-to-data/data-sources/databricks-jdbc.mdx
@@ -3,8 +3,6 @@ title: Databricks
 description: Databricks is a unified data intelligence platform.
 ---
 
-# Databricks
-
 [Databricks](https://www.databricks.com) is a unified data intelligence platform.
 
 ## Prerequisites

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/druid.mdx b/docs-mintlify/admin/connect-to-data/data-sources/druid.mdx
@@ -3,8 +3,6 @@ title: Druid
 description: The driver for Druid is community-supported and is not maintained by Cube or the database vendor.
 ---
 
-# Druid
-
 <Warning>
 
 The driver for Druid is community-supported and is not maintained by Cube or the database vendor.

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/duckdb.mdx b/docs-mintlify/admin/connect-to-data/data-sources/duckdb.mdx
@@ -3,8 +3,6 @@ title: DuckDB
 description: Set up Cube with DuckDB for cloud object storage, local database files, or MotherDuck-backed hybrid query execution.
 ---
 
-# DuckDB
-
 [DuckDB][duckdb] is an in-process SQL OLAP database management system, and has
 support for querying data in CSV, JSON and Parquet formats from an AWS
 S3-compatible blob storage. This means you can [query data stored in AWS S3,

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/elasticsearch.mdx b/docs-mintlify/admin/connect-to-data/data-sources/elasticsearch.mdx
@@ -3,8 +3,6 @@ title: Elasticsearch
 description: The driver for Elasticsearch is community-supported and is not maintained by Cube or the database vendor.
 ---
 
-# Elasticsearch
-
 <Warning>
 
 The driver for Elasticsearch is community-supported and is not maintained by Cube or the database vendor.

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/firebolt.mdx b/docs-mintlify/admin/connect-to-data/data-sources/firebolt.mdx
@@ -3,8 +3,6 @@ title: Firebolt
 description: "The driver for Firebolt is supported by its vendor. Please report any issues to their [Help Center][firebolt-help]."
 ---
 
-# Firebolt
-
 <Warning>
 
 The driver for Firebolt is supported by its vendor. Please report any issues to

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/google-bigquery.mdx b/docs-mintlify/admin/connect-to-data/data-sources/google-bigquery.mdx
@@ -3,8 +3,6 @@ title: Google BigQuery
 description: Grant a Google Cloud service account the right BigQuery IAM roles, then point Cube at your project, region, and key material.
 ---
 
-# Google BigQuery
-
 ## Prerequisites
 
 <Info>

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/hive.mdx b/docs-mintlify/admin/connect-to-data/data-sources/hive.mdx
@@ -3,8 +3,6 @@ title: Hive / SparkSQL
 description: The driver for Hive / SparkSQL is community-supported and is not maintained by Cube or the database vendor.
 ---
 
-# Hive / SparkSQL
-
 <Warning>
 
 The driver for Hive / SparkSQL is community-supported and is not maintained by Cube or the database vendor.

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/ksqldb.mdx b/docs-mintlify/admin/connect-to-data/data-sources/ksqldb.mdx
@@ -3,8 +3,6 @@ title: ksqlDB
 description: ksqlDB is a purpose-built database for stream processing applications, ingesting data from Apache Kafka.
 ---
 
-# ksqlDB
-
 [ksqlDB](https://ksqldb.io) is a purpose-built database for stream processing
 applications, ingesting data from [Apache Kafka](https://kafka.apache.org).
 

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/materialize.mdx b/docs-mintlify/admin/connect-to-data/data-sources/materialize.mdx
@@ -3,8 +3,6 @@ title: Materialize
 description: "The driver for Materialize is supported by its vendor. Please report any issues to their [Slack][materialize-slack]."
 ---
 
-# Materialize
-
 <Warning>
 
 The driver for Materialize is supported by its vendor. Please report any issues

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/mongodb.mdx b/docs-mintlify/admin/connect-to-data/data-sources/mongodb.mdx
@@ -3,8 +3,6 @@ title: MongoDB
 description: Query MongoDB from Cube through the BI Connector’s SQL interface, including community-driver and Atlas deprecation caveats.
 ---
 
-# MongoDB
-
 [MongoDB](https://www.mongodb.com) is a popular document database. It can be
 accessed using SQL via the [MongoDB Connector for BI][link-bi-connector], also
 known as _BI Connector_.

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/ms-fabric.mdx b/docs-mintlify/admin/connect-to-data/data-sources/ms-fabric.mdx
@@ -3,8 +3,6 @@ title: Microsoft Fabric
 description: "[Microsoft Fabric][link-fabric] is an all-in-one analytics solution for enterprises. It offers a comprehensive suite of services, including a data warehouse."
 ---
 
-# Microsoft Fabric
-
 [Microsoft Fabric][link-fabric] is an all-in-one analytics solution for
 enterprises. It offers a comprehensive suite of services, including a
 data warehouse.

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/ms-sql.mdx b/docs-mintlify/admin/connect-to-data/data-sources/ms-sql.mdx
@@ -3,8 +3,6 @@ title: Microsoft SQL Server
 description: Connect Cube to SQL Server with database host credentials, optional domain-scoped login, and SSL or pool tuning as needed.
 ---
 
-# Microsoft SQL Server
-
 ## Prerequisites
 
 - The hostname for the [Microsoft SQL Server][mssql] database server

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/mysql.mdx b/docs-mintlify/admin/connect-to-data/data-sources/mysql.mdx
@@ -3,8 +3,6 @@ title: MySQL
 description: Configure Cube’s MySQL client with TCP or Unix socket access, SSL, pooling limits, and optional timezone handling flags.
 ---
 
-# MySQL
-
 ## Prerequisites
 
 - The hostname for the [MySQL][mysql] database server

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/oracle.mdx b/docs-mintlify/admin/connect-to-data/data-sources/oracle.mdx
@@ -3,8 +3,6 @@ title: Oracle
 description: The driver for Oracle is community-supported and is not maintained by Cube or the database vendor.
 ---
 
-# Oracle
-
 <Warning>
 
 The driver for Oracle is community-supported and is not maintained by Cube or the database vendor.

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/pinot.mdx b/docs-mintlify/admin/connect-to-data/data-sources/pinot.mdx
@@ -3,8 +3,6 @@ title: Apache Pinot
 description: Broker-level connection details and required Pinot SQL features for wiring Cube to an Apache Pinot cluster via environment variables.
 ---
 
-# Apache Pinot
-
 [Apache Pinot][link-pinot] is a real-time distributed OLAP datastore purpose-built
 for low-latency, high-throughput analytics, and perfect for user-facing analytical
 workloads. [StarTree][link-startree] is a fully-managed platform for Pinot.

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/postgres.mdx b/docs-mintlify/admin/connect-to-data/data-sources/postgres.mdx
@@ -3,8 +3,6 @@ title: Postgres
 description: Supply PostgreSQL host, database name, credentials, and optional SSL or pool settings to connect Cube as a client.
 ---
 
-# Postgres
-
 ## Prerequisites
 
 - The hostname for the [Postgres][postgres] database server

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/presto.mdx b/docs-mintlify/admin/connect-to-data/data-sources/presto.mdx
@@ -3,8 +3,6 @@ title: Presto
 description: Connect Cube to PrestoDB using hostname authentication together with catalog and schema selectors for your query engine layout.
 ---
 
-# Presto
-
 ## Prerequisites
 
 - The hostname for the [Presto][presto] database server

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/questdb.mdx b/docs-mintlify/admin/connect-to-data/data-sources/questdb.mdx
@@ -3,8 +3,6 @@ title: QuestDB
 description: "[QuestDB][questdb] is a high-performance [time-series database][time-series-database-glossary] which helps you overcome ingestion bottlenecks."
 ---
 
-# QuestDB
-
 [QuestDB][questdb] is a high-performance [time-series database][time-series-database-glossary] which helps you overcome ingestion bottlenecks.
 
 <Warning>

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/risingwave.mdx b/docs-mintlify/admin/connect-to-data/data-sources/risingwave.mdx
@@ -3,8 +3,6 @@ title: RisingWave
 description: Point Cube at RisingWave using the Postgres-compatible driver and your cluster host, database, and credential settings.
 ---
 
-# RisingWave
-
 [RisingWave](https://risingwave.com) is a distributed streaming database that enables
 processing and management of real-time data with a Postgres-style SQL syntax. It is
 available as an [open-source edition](https://github.com/risingwavelabs/risingwave)

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/singlestore.mdx b/docs-mintlify/admin/connect-to-data/data-sources/singlestore.mdx
@@ -3,8 +3,6 @@ title: SingleStore
 description: "[SingleStore][link-singlestore] is a distributed SQL database that offers high-throughput transactions (inserts and upserts) and low-latency analytics."
 ---
 
-# SingleStore
-
 [SingleStore][link-singlestore] is a distributed SQL database that offers
 high-throughput transactions (inserts and upserts) and low-latency analytics.
 

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/snowflake.mdx b/docs-mintlify/admin/connect-to-data/data-sources/snowflake.mdx
@@ -3,8 +3,6 @@ title: Snowflake
 description: "[Snowflake][snowflake] is a popular cloud-based data platform."
 ---
 
-# Snowflake
-
 [Snowflake][snowflake] is a popular cloud-based data platform.
 
 ## Prerequisites

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/sqlite.mdx b/docs-mintlify/admin/connect-to-data/data-sources/sqlite.mdx
@@ -3,8 +3,6 @@ title: SQLite
 description: The driver for SQLite is community-supported and is not maintained by Cube or the database vendor.
 ---
 
-# SQLite
-
 <Warning>
 
 The driver for SQLite is community-supported and is not maintained by Cube or the database vendor.

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/trino.mdx b/docs-mintlify/admin/connect-to-data/data-sources/trino.mdx
@@ -3,8 +3,6 @@ title: Trino
 description: Map Cube to Trino with host credentials plus catalog, schema, SSL, and optional bearer-token variables on the shared Presto driver.
 ---
 
-# Trino
-
 ## Prerequisites
 
 - The hostname for the [Trino][trino] database server

diff --git a/docs-mintlify/admin/connect-to-data/data-sources/vertica.mdx b/docs-mintlify/admin/connect-to-data/data-sources/vertica.mdx
@@ -3,8 +3,6 @@ title: Vertica
 description: "[OpenText Analytics Database][opentext-adb] (Vertica) is a columnar database designed for big data analytics."
 ---
 
-# Vertica
-
 [OpenText Analytics Database][opentext-adb] (Vertica) is a columnar database
 designed for big data analytics.
 

diff --git a/docs-mintlify/admin/connect-to-data/index.mdx b/docs-mintlify/admin/connect-to-data/index.mdx
@@ -5,8 +5,6 @@ description: Connect your data warehouse or database to Cube and configure conne
 mode: wide
 ---
 
-# Connect to data
-
 Connect your data warehouse, database, or query engine to Cube. Once connected,
 you can configure multiple data sources, tune concurrency, and set up
 multitenancy.

diff --git a/docs-mintlify/admin/connect-to-data/multiple-data-sources.mdx b/docs-mintlify/admin/connect-to-data/multiple-data-sources.mdx
@@ -3,9 +3,6 @@ title: Connecting to multiple data sources
 description: Cube supports connecting to multiple data sources, so that different cubes reference data from different databases.
 ---
 
-# Connecting to multiple data sources
-
-Cube supports connecting to multiple data sources, so that different
 [cubes](/reference/data-modeling/cube) reference data from different
 databases.
 

diff --git a/docs-mintlify/admin/connect-to-data/multitenancy.mdx b/docs-mintlify/admin/connect-to-data/multitenancy.mdx
@@ -3,8 +3,6 @@ title: Multitenancy
 description: Configure how Cube isolates tenants across databases, schemas, drivers, and caching using context-driven configuration hooks.
 ---
 
-# Multitenancy
-
 Cube supports multitenancy out of the box, both on database and data model
 levels. Multiple drivers are also supported, meaning that you can have one
 customer’s data in MongoDB and others in Postgres with one Cube instance.

diff --git a/docs-mintlify/admin/connect-to-data/visualization-tools/appsmith.mdx b/docs-mintlify/admin/connect-to-data/visualization-tools/appsmith.mdx
@@ -3,8 +3,6 @@ title: Appsmith
 description: Appsmith is an open-source framework for building internal tools.
 ---
 
-# Appsmith
-
 [Appsmith](https://www.appsmith.com) is an open-source framework for building
 internal tools.
 

diff --git a/docs-mintlify/admin/connect-to-data/visualization-tools/bubble.mdx b/docs-mintlify/admin/connect-to-data/visualization-tools/bubble.mdx
@@ -3,8 +3,6 @@ title: Bubble
 description: Bubble is one of the oldest and most comprehensive low-code app-building platforms on the market.
 ---
 
-# Bubble
-
 [Bubble](https://bubble.io/) is one of the oldest and most comprehensive
 low-code app-building platforms on the market.
 

diff --git a/docs-mintlify/admin/connect-to-data/visualization-tools/budibase.mdx b/docs-mintlify/admin/connect-to-data/visualization-tools/budibase.mdx
@@ -3,12 +3,6 @@ title: Budibase
 description: Budibase is a low-code app-building platform that helps developers create responsive web applications with access methods to databases, APIs, and much more.
 ---
 
-# Budibase
-
-Budibase is a low-code app-building platform that helps developers create
-responsive web applications with access methods to databases, APIs, and much
-more.
-
 Here's a short video guide on how to connect Budibase to Cube.
 
 <iframe
-Original file line number
+Diff line change
@@ Expand Up / @@ -3,8 +3,6 @@ title: Druid @@
     description: The driver for Druid is community-supported and is not maintained by Cube or the database vendor.
     ---
-    # Druid
     <Warning>
     The driver for Druid is community-supported and is not maintained by Cube or the database vendor.
@@ Expand Down @@