Skip to main content

Documentation Index

Fetch the complete documentation index at: https://docs.prophecy.ai/llms.txt

Use this file to discover all available pages before exploring further.

Prophecy’s Agent lets you build and modify pipelines, analyses, and other project entities using natural language.

​
What you can do with the Agent

You can use the Agent
  • create or update entities.
  • ask questions about your project.
  • reference existing project entities.
  • upload files for context.
  • review AI-generated changes.
  • manage multiple chat sessions

​
Send prompts

Use the message box at the bottom of the chat panel to send prompts to the Agent. You can ask the Agent to:
  • create new transformations or analyses
  • modify existing entities
  • explain project logic
  • troubleshoot pipelines
  • answer questions about project assets Example prompts:
  • Create a new transformation that filters failed orders
  • Add a join between customer and transaction tables
  • Explain how this model calculates churn risk

​
Provide context to the Agent

You can provide additional context to help the Agent understand your project and requests.

​
Upload files

Use the attachment icon in the message box to upload files. Uploaded files can help the Agent:
  • understand schemas
  • review requirements
  • reference specifications
  • analyze supporting documents For more information, see Upload files.

​
Reference project entities

Use @ mentions to reference project entities directly in chat. You can reference:
  • pipelines
  • models
  • analyses
  • project assets Referencing entities gives the Agent additional project context and helps it understand which assets you want to modify or discuss. For more information, see Reference project entities.

​
Manage conversations

AI chat supports multiple conversations within the same project.

​
View chat history

Use the Show history button at the top of the chat window to view previous conversations. The currently active chat is labeled Current. From chat history, you can:
  • reopen previous chats
  • rename chats
  • delete chats
  • copy session details

​
Start a new chat

Use New chat to begin a separate conversation. Starting a new chat does not remove existing project entities. When starting a new chat, the Agent may reference existing project entities and suggest:
  • updating existing transformations
  • creating new analyses
  • continuing work within the current project

​
Rename chats

You can rename chats from:
  • the chat header
  • the chat history panel To rename a chat:
  1. Click the chat name.
  2. Enter a new name.
  3. Save the updated name. Use descriptive names to organize project conversations.

​
Delete chats

Delete chats from the chat history panel. Deleting a chat removes that conversation from your project history. Deleting the current chat automatically opens a new chat session.

​
Copy session details

Use Copy session details from chat history to copy information about a conversation. This can help when:
  • sharing troubleshooting context
  • collaborating with teammates
  • reporting issues
  • documenting AI-generated changes For more information, see Copy chat session details.

​
Review AI-generated changes

The Agent can modify project entities directly from chat interactions.

​
Review modified entities

After the Agent makes changes, the chat displays a review area showing which entities were modified. Review changes carefully before continuing work. Modified entities may include:
  • pipelines
  • models
  • analyses
  • transformations

​
Undo the latest AI action

The most recent AI-generated change includes an Undo this action below the response. Use this action to revert the latest AI-generated modification. The undo option is only available for the most recent response containing changes. Older responses display standard copy actions instead.

​
Continue work across chats

Chats are project-aware and can reference existing entities in your project. Even when starting a new chat, the Agent can:
  • detect existing project assets
  • help continue existing workflows
  • create new entities related to previous work
This allows you to organize conversations by task while continuing work within the same project.

​
Tips for working with AI chat

  • Use descriptive chat names for larger projects.
  • Reference entities with @ mentions when modifying existing assets.
  • Upload supporting files to provide additional context.
  • Review AI-generated changes before continuing work.
  • Use separate chats for unrelated workflows or experiments.