Interact with SnapGPT

Interact with SnapGPT by entering a prompt or selecting a skill.

You can interact with SnapGPT from its panel, from Snaps with expression-enabled fields, and from Snaps for SQL endpoints that have a field for an SQL statement. SnapGPT understands both your request and the context of what’s already on the canvas. You can use natural language to ask for changes without needing to describe the pipeline in detail.

The SnapGPT panel

Open SnapGPT from Designer:


Open SnapGPT

After you acknowledge the welcome and privacy notice, the featured skills are available:



To get started, type a request in the chat prompt or select from the following cards:
  • Pipeline analysis: Creates a report of errors and issues from the pipeline open in the active Designer tab. This skill assists iterative pipeline development.
  • SnapLogic help: Answers questions about the SnapLogic Platform based on the SnapLogic documentation. Watch this video to know more about this skill.
  • Pipeline descriptions: Creates a description from the pipeline open in the active Designer tab. The description includes the pipeline purpose and function of each Snap. It also includes pipeline notes when available, enabling a communication loop between designers working on the same pipeline. You can also open pipelines from Patterns or the Public Pattern Library and analyze them to learn by example.
  • Expression generation: Creates expressions from your prompt for Snaps with expression-enabled fields.
  • SQL generation: Generates SQL or Salesforce Object Query Language (SOQL) from your prompt for the Execute Snaps, such as Redshift - Execute, Vertica - Execute, and others.
  • Pipeline generation: Creates an example prompt that you can edit to generate a pipeline as per your requirement. SnapGPT might generate several pipelines for you to choose from.
  • Pipeline refinement: Creates an example prompt that you can edit to refine a pipeline open in the active Designer tab, such as rename Snaps or add Snaps for specific conditions.
  • Snap copilot: Configures a Snap based on your prompt and also explains the configuration. It can also generate Mapper expression, SQL, or Salesforce Object Query Language (SOQL) without requiring you to open those skills from the SnapGPT panel.

SnapGPT prompt panel and related controls


SnapGPT prompt panel

The prompt and related controls display at the bottom of the SnapGPT panel. Use the following controls to interact with SnapGPT:
  • Prompt input box: Enter prompts in natural language to trigger any of the SnapGPT skills such as describe or analyze a pipeline.
  • Submit Button: Click to send the prompt. The button is disabled if the prompt is empty or if an unsupported file is attached.
  • Plus menu (+): Click the plus icon and select any of the options:
    • Upload photo: Select or drag an image of a pipeline diagram to add it to the prompt. The image thumbnail appears with the prompt text aligned beside it. Learn more
    • Suggested prompts: Open a dropdown of predefined prompts. Default options include:

      • Describe pipeline

      • Analyze pipeline

      • Generate pipeline

      • Refine pipeline

  • Think toggle: Enable Think mode for deeper AI reasoning on tasks such as pipeline analysis, Q&A, descriptions, expression generation, and SQL generation. Think mode has higher latency than Standard mode. Requires selecting a project asset using the Project Context selector before use.

  • Plan toggle: Enable Plan mode for pipeline generation and refinement through a conversational planning loop. Requires selecting a project asset before use.

    Note: Think and Plan toggles are available before you send the first message. After sending, the selected mode locks for the session. To switch modes, click New Chat. Learn more about SnapGPT modes.

SnapGPT toolbar


SnapGPT

Options available from the SnapGPT toolbar include:

  • SnapGPT logo: Click to return to the SnapGPT home page.
  • Chat icon: Start a new chat, clearing the current chat history and returning to the home panel.
  • Kebab icon (⋮): Open the action menu, which includes Settings, Maximize SnapGPT, Documentation, Prompt ideas, and Send us feedback.
  • X icon: Close the SnapGPT panel.

Feedback


Feedback loop

Every SnapGPT response has three icons in the lower right corner. You can click thumbs-up or thumbs-down to rate relevance and accuracy. If you want to share any feedback or suggestions, click the feedback icon. A feedback panel is displayed where you can select a reason or enter your own comments.

SnapGPT in Snaps

You can use SnapGPT to generate expressions, mappings, and SQL statements. These skills are context-sensitive: