# RapidCanvas Docs ## Rapidcanvas External - [Welcome](https://docs.rapidcanvas.ai/readme.md) - [Quick start guide](https://docs.rapidcanvas.ai/getting-started/quick-start-guide.md) - [Introduction to RapidCanvas](https://docs.rapidcanvas.ai/getting-started/introduction-to-rapidcanvas.md) - [RapidCanvas Concepts](https://docs.rapidcanvas.ai/getting-started/dataapps.md) - [Accessing the platform](https://docs.rapidcanvas.ai/getting-started/accessing-the-platform.md) - [Projects](https://docs.rapidcanvas.ai/basic/projects.md) - [Projects Overview](https://docs.rapidcanvas.ai/basic/projects/projects.md) - [Creating a Project](https://docs.rapidcanvas.ai/basic/projects/projects/creating-a-project.md) - [Reviewing the Projects listing page](https://docs.rapidcanvas.ai/basic/projects/projects/reviewing-the-projects-listing-page.md) - [Copying a Project](https://docs.rapidcanvas.ai/basic/projects/projects/duplicating-a-project.md) - [Archiving and Deleting Project(s)](https://docs.rapidcanvas.ai/basic/projects/projects/deleting-project-s.md) - [Configuring project variables at the project level](https://docs.rapidcanvas.ai/basic/projects/projects/configuring-global-variables-at-the-project-level.md) - [Generating description for each node on the Canvas](https://docs.rapidcanvas.ai/basic/projects/projects/generating-ai-snippets-for-each-node-on-the-canvas.md) - [Marking & Unmarking a Project as Favorite](https://docs.rapidcanvas.ai/basic/projects/projects/marking-and-unmarking-a-project-as-favorite.md) - [Managing Project Visibility: My Projects and Shared With Me](https://docs.rapidcanvas.ai/basic/projects/projects/managing-project-visibility-my-projects-and-shared-with-me.md) - [Canvas overview](https://docs.rapidcanvas.ai/basic/projects/canvas-overview.md) - [Shortcut options on canvas](https://docs.rapidcanvas.ai/basic/projects/canvas-overview/shortcut-options-on-canvas.md) - [Queuing the Recipes](https://docs.rapidcanvas.ai/basic/projects/canvas-overview/queuing-the-recipes.md) - [Deletion of Canvas Nodes](https://docs.rapidcanvas.ai/basic/projects/canvas-overview/bulk-deletion-of-canvas-nodes.md) - [AI Guide](https://docs.rapidcanvas.ai/basic/projects/canvas-overview/ai-guide.md) - [Viewing and Managing the Environment Status](https://docs.rapidcanvas.ai/basic/projects/canvas-overview/viewing-and-managing-the-environment-status.md) - [Executing a Sub-Flow (Sub-DAG) on the Canvas](https://docs.rapidcanvas.ai/basic/projects/canvas-overview/executing-a-sub-flow-sub-dag-on-the-canvas.md) - [Recipes](https://docs.rapidcanvas.ai/basic/projects/recipes.md) - [AI-assisted recipe](https://docs.rapidcanvas.ai/basic/projects/recipes/ai-assisted-recipe.md) - [Code Recipe](https://docs.rapidcanvas.ai/basic/projects/recipes/code-recipe.md) - [Prompt node](https://docs.rapidcanvas.ai/basic/projects/recipes/prompt-node.md) - [RAG Recipes](https://docs.rapidcanvas.ai/basic/projects/recipes/rag-recipes.md) - [Viewing & Managing a Recipe from the Canvas](https://docs.rapidcanvas.ai/basic/projects/recipes/viewing-and-managing-a-recipe-from-the-canvas.md) - [Scheduler overview](https://docs.rapidcanvas.ai/basic/projects/jobs-overview.md) - [Creating a scheduler](https://docs.rapidcanvas.ai/basic/projects/jobs-overview/creating-a-scheduler.md) - [Running the scheduler manually](https://docs.rapidcanvas.ai/basic/projects/jobs-overview/running-the-scheduler-manually.md) - [Managing schedulers in a project](https://docs.rapidcanvas.ai/basic/projects/jobs-overview/managing-schedulers-in-a-project.md) - [Viewing schedulers in a project](https://docs.rapidcanvas.ai/basic/projects/jobs-overview/viewing-the-schedulers-in-a-project.md) - [Editing Code & AI-Assisted Recipes in Schedulers](https://docs.rapidcanvas.ai/basic/projects/jobs-overview/editing-code-and-ai-assisted-recipes-in-schedulers.md) - [Viewing the run history of a specific scheduler](https://docs.rapidcanvas.ai/basic/projects/jobs-overview/viewing-the-run-history-of-a-specific-scheduler.md) - [Publishing the updated data pipeline to selected schedulers from canvas](https://docs.rapidcanvas.ai/basic/projects/jobs-overview/publishing-the-updated-data-pipeline-to-selected-jobs-from-canvas.md) - [Fetching the latest data pipeline to a specific scheduler](https://docs.rapidcanvas.ai/basic/projects/jobs-overview/fetching-the-latest-data-pipeline-to-a-specific-scheduler.md) - [Comparing the canvas of the scheduler with current canvas of the project](https://docs.rapidcanvas.ai/basic/projects/jobs-overview/comparing-the-canvas-of-the-scheduler-with-current-canvas-of-the-project.md) - [DataApps](https://docs.rapidcanvas.ai/basic/projects/dataapps.md) - [Project Canvas Datasets](https://docs.rapidcanvas.ai/basic/projects/dataapps/project-canvas-datasets.md) - [Custom Uploaded Datasets](https://docs.rapidcanvas.ai/basic/projects/dataapps/custom-uploaded-datasets.md) - [SQL Sources](https://docs.rapidcanvas.ai/basic/projects/dataapps/sql-sources.md) - [Documents and PDFs](https://docs.rapidcanvas.ai/basic/projects/dataapps/documents-and-pdfs.md) - [Prediction Service](https://docs.rapidcanvas.ai/basic/projects/dataapps/prediction-service.md) - [Scheduler](https://docs.rapidcanvas.ai/basic/projects/dataapps/scheduler.md) - [Import a DataApp from an Existing ZIP](https://docs.rapidcanvas.ai/basic/projects/dataapps/import-dataapp.md) - [Create a DataApp from an Example in VS Code](https://docs.rapidcanvas.ai/basic/projects/dataapps/create-a-dataapp-from-an-example-in-vs-code.md) - [Datasets](https://docs.rapidcanvas.ai/basic/projects/datasets.md) - [FastAPI](https://docs.rapidcanvas.ai/basic/projects/fastapi.md) - [Project settings](https://docs.rapidcanvas.ai/basic/projects/modifying-the-project-settings.md) - [Code Modules](https://docs.rapidcanvas.ai/basic/projects/code-modules.md) - [About Project Content](https://docs.rapidcanvas.ai/basic/projects/generating-the-about-content-for-the-project.md) - [Connectors](https://docs.rapidcanvas.ai/basic/connectors.md) - [Importing dataset(s) or text file from the local system](https://docs.rapidcanvas.ai/basic/connectors/importing-dataset-s-from-the-local-system.md) - [Importing Text Files from the Local System](https://docs.rapidcanvas.ai/basic/connectors/importing-text-files-from-the-local-system.md) - [Viewing options in the side panel of a dataset block](https://docs.rapidcanvas.ai/basic/connectors/viewing-options-in-the-side-panel-of-a-dataset-block.md) - [Configuring Destination Details for Output Datasets](https://docs.rapidcanvas.ai/basic/connectors/configuring-destination-details-for-output-datasets.md) - [Connectors overview](https://docs.rapidcanvas.ai/basic/connectors/dataconnectors-overview.md) - [Connect to external connectors](https://docs.rapidcanvas.ai/basic/connectors/connect-to-external-dataconnectors.md) - [Importing data from Google Cloud Storage (GCS)](https://docs.rapidcanvas.ai/basic/connectors/connect-to-external-dataconnectors/importing-data-from-google-cloud-storage-gcs.md) - [Importing data from Amazon S3](https://docs.rapidcanvas.ai/basic/connectors/connect-to-external-dataconnectors/importing-data-from-amazon-s3.md) - [Importing data from Azure Blob](https://docs.rapidcanvas.ai/basic/connectors/connect-to-external-dataconnectors/importing-data-from-azure-blob.md) - [Importing data from Mongo DB](https://docs.rapidcanvas.ai/basic/connectors/connect-to-external-dataconnectors/importing-data-from-mongo-db.md) - [Importing data from Snowflake](https://docs.rapidcanvas.ai/basic/connectors/connect-to-external-dataconnectors/importing-data-from-snowflake.md) - [Importing data from MySQL](https://docs.rapidcanvas.ai/basic/connectors/connect-to-external-dataconnectors/importing-data-from-mysql.md) - [Importing data from Amazon Redshift](https://docs.rapidcanvas.ai/basic/connectors/connect-to-external-dataconnectors/importing-data-from-amazon-redshift.md) - [Importing data from Fivetran connectors](https://docs.rapidcanvas.ai/basic/connectors/connect-to-external-dataconnectors/importing-data-from-fivetran-connectors.md) - [Workspaces](https://docs.rapidcanvas.ai/basic/workspaces.md) - [User roles and permissions](https://docs.rapidcanvas.ai/basic/workspaces/user-roles-and-permissions.md) - [Super Admin Management](https://docs.rapidcanvas.ai/basic/workspaces/super-admin-management.md) - [Folders & Models](https://docs.rapidcanvas.ai/basic/artifacts-and-models.md) - [Adding Folders at the Project Level](https://docs.rapidcanvas.ai/basic/artifacts-and-models/adding-artifacts-at-the-project-level.md) - [Adding Models at the Project Level](https://docs.rapidcanvas.ai/basic/artifacts-and-models/adding-models-at-the-project-level.md) - [Creating a Folder at the workspace level](https://docs.rapidcanvas.ai/basic/artifacts-and-models/creating-an-artifact-at-the-workspace-level.md) - [Managing Folders at the Workspace Level](https://docs.rapidcanvas.ai/basic/artifacts-and-models/managing-artifacts-at-the-workspace-level.md) - [Managing Models at the Workspace Level](https://docs.rapidcanvas.ai/basic/artifacts-and-models/managing-models-at-the-workspace-level.md) - [Prediction services](https://docs.rapidcanvas.ai/basic/artifacts-and-models/prediction-services.md) - [Adding output/input datasets or text files to Folders](https://docs.rapidcanvas.ai/basic/artifacts-and-models/adding-output-input-datasets-or-text-files-to-folders.md) - [Environments Overview](https://docs.rapidcanvas.ai/basic/environments.md) - [Creating an environment](https://docs.rapidcanvas.ai/basic/environments/creating-an-environment.md) - [Editing the environment details](https://docs.rapidcanvas.ai/basic/environments/editing-the-environment-details.md) - [Deleting an environment](https://docs.rapidcanvas.ai/basic/environments/deleting-an-environment.md) - [Monitoring the resource utilization in an environment](https://docs.rapidcanvas.ai/basic/environments/monitoring-the-resource-utilization-in-an-environment.md) - [Viewing Audit Logs](https://docs.rapidcanvas.ai/basic/environments/viewing-audit-logs.md) - [Starter Guide](https://docs.rapidcanvas.ai/advanced/starter-guide.md) - [Quick Start](https://docs.rapidcanvas.ai/advanced/starter-guide/quick-start.md) - [Setup and Installation](https://docs.rapidcanvas.ai/advanced/setup-and-installation.md) - [Installing and setting up the SDK](https://docs.rapidcanvas.ai/advanced/setup-and-installation/installing-and-setting-up-the-sdk.md) - [Helper Functions](https://docs.rapidcanvas.ai/advanced/helper-functions.md): This page provides a list of all helper functions supported within RapidCanvas - [Rapid Rag](https://docs.rapidcanvas.ai/advanced/rapid-rag.md) - [MLflow](https://docs.rapidcanvas.ai/advanced/ml-flow.md) - [RC CLI](https://docs.rapidcanvas.ai/advanced/rc-cli.md) - [01 overview](https://docs.rapidcanvas.ai/advanced/rc-cli/01-overview.md) - [02 installation](https://docs.rapidcanvas.ai/advanced/rc-cli/02-installation.md) - [03 authentication](https://docs.rapidcanvas.ai/advanced/rc-cli/03-authentication.md) - [04 project structure](https://docs.rapidcanvas.ai/advanced/rc-cli/04-project-structure.md) - [05 rc yaml schema](https://docs.rapidcanvas.ai/advanced/rc-cli/05-rc-yaml-schema.md) - [06 commands core](https://docs.rapidcanvas.ai/advanced/rc-cli/06-commands-core.md) - [07 commands environments](https://docs.rapidcanvas.ai/advanced/rc-cli/07-commands-environments.md) - [08 commands pipeline](https://docs.rapidcanvas.ai/advanced/rc-cli/08-commands-pipeline.md) - [09 commands compute](https://docs.rapidcanvas.ai/advanced/rc-cli/09-commands-compute.md) - [10 commands vars](https://docs.rapidcanvas.ai/advanced/rc-cli/10-commands-vars.md) - [11 recipe syntax](https://docs.rapidcanvas.ai/advanced/rc-cli/11-recipe-syntax.md) - [12 recipe helpers sdk](https://docs.rapidcanvas.ai/advanced/rc-cli/12-recipe-helpers-sdk.md) - [13 workflows](https://docs.rapidcanvas.ai/advanced/rc-cli/13-workflows.md) - [14 error reference](https://docs.rapidcanvas.ai/advanced/rc-cli/14-error-reference.md) - [15 operational notes](https://docs.rapidcanvas.ai/advanced/rc-cli/15-operational-notes.md) - [16 runtime logs](https://docs.rapidcanvas.ai/advanced/rc-cli/16-runtime-logs.md) - [Release Notes](https://docs.rapidcanvas.ai/additional-reading/release-notes.md) - [July 14, 2026](https://docs.rapidcanvas.ai/additional-reading/release-notes/july-14-2026.md) - [June 13, 2026](https://docs.rapidcanvas.ai/additional-reading/release-notes/june-13-2026.md) - [May 09, 2026](https://docs.rapidcanvas.ai/additional-reading/release-notes/may-09-2026.md) - [April 02, 2026](https://docs.rapidcanvas.ai/additional-reading/release-notes/april-02-2026.md) - [Feb 28, 2026](https://docs.rapidcanvas.ai/additional-reading/release-notes/feb-28-2026.md) - [Jan 31, 2026](https://docs.rapidcanvas.ai/additional-reading/release-notes/jan-31-2026.md) - [Dec 24, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/dec-24-2025.md) - [Dec 04, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/dec-04-2025.md) - [Nov 13, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/nov-13-2025.md) - [Oct 08, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/oct-08-2025.md) - [Sep 04, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/sep-04-2025.md) - [August 06, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/august-06-2025.md) - [July 02, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/july-02-2025.md) - [June 09, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/june-09-2025.md) - [May 14, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/may-14-2025.md) - [April 21, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/april-21-2025.md) - [April 01, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/april-01-2025.md) - [Mar 18, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/mar-18-2025.md) - [Feb 27, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/feb-27-2025.md) - [Jan 27, 2025](https://docs.rapidcanvas.ai/additional-reading/release-notes/jan272025.md) - [Dec 26, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/dec262024.md) - [Nov 26, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/nov262024.md) - [Oct 24, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/oct242024.md) - [Sep 11, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/sep112024.md) - [Aug 08, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/sep112024/aug082024.md) - [Aug 29, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/aug292024.md) - [July 18, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/july182024.md) - [July 03, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/july032024.md) - [June 19, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/june192024.md) - [May 30, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/may302024.md) - [May 15, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/may152024.md) - [April 17, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/april172024.md) - [Mar 28, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/march282024.md) - [Mar 20, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/march202024.md) - [Feb 28, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/feb282024.md) - [Feb 19, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/feb192024.md) - [Jan 30, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/jan302024.md) - [Jan 16, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/jan162024.md) - [Dec 12, 2023](https://docs.rapidcanvas.ai/additional-reading/release-notes/dec122023.md) - [Nov 07, 2023](https://docs.rapidcanvas.ai/additional-reading/release-notes/nov072023.md) - [Oct 25, 2023](https://docs.rapidcanvas.ai/additional-reading/release-notes/oct252023.md) - [Oct 01, 2024](https://docs.rapidcanvas.ai/additional-reading/release-notes/oct1st2024.md) - [Glossary](https://docs.rapidcanvas.ai/additional-reading/glossary.md) --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on a page URL with the `ask` query parameter: ``` GET https://docs.rapidcanvas.ai/readme.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.