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Add Knowledge

The Add Knowledge node allows you to add knowledge to your Magick flow from a variety of data sources. This node is a fundamental building block for working with knowledge in Magick.

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Inputs

  • flow (required): The input flow to which the knowledge will be added.
  • knowledge (required): The knowledge content to be added, in string format.
  • dataType (optional, default: “auto”): The type of the knowledge data. Can be one of:
    • “auto” (default): Automatically detect the data type
    • “text”: Plain text
    • “youtube_video”: A YouTube video
    • “pdf_file”: A PDF file
    • “web_page”: A web page
    • “sitemap”: A sitemap
    • “xml”: An XML file
    • “docx”: A Microsoft Word document
    • “docs_site”: A documentation site
    • “notion”: A Notion page
    • “csv”: A CSV file
    • “mdx”: An MDX file
    • “qna_pair”: A question-answer pair
    • “image”: An image file
    • “unstructured”: Unstructured data
    • “json”: A JSON file
    • “openapi”: An OpenAPI specification
    • “gmail”: A Gmail message
    • “substack”: A Substack post
    • “youtube_channel”: A YouTube channel
    • “discord”: A Discord message
    • “custom”: Custom data type
    • “rss_feed”: An RSS feed
    • “beehiiv”: A Beehiiv post
    • “google_drive”: A Google Drive file
    • “directory”: A directory
    • “slack”: A Slack message
    • “dropbox”: A Dropbox file
    • “text_file”: A text file

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Outputs

  • flow: The output flow with the added knowledge.

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Configuration

This node has no additional configuration options.

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Usage

  1. Connect the input flow to the flow input of the Add Knowledge node.
  2. Provide the knowledge content you want to add in the knowledge input. This should be a string.
  3. (Optional) Select the appropriate dataType for your knowledge if it is not automatically detected correctly.
  4. Connect the flow output to the next node in your spell.

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Example

Here’s an example of using the Add Knowledge node to add some text to a flow:

// Create a new flow
CREATE flow

// Add some knowledge
ADD knowledge 
  flow = flow
  knowledge = "Magick is a powerful tool for building AI apps."

// Use the knowledge in a spell
GET flow
TRANSFORM flow
  prompt = "Summarize this: {{flow}}"
SEND message
  content = "{{flow.summary}}"

In this example, we create a new flow, add a piece of text knowledge to it using the Add Knowledge node, and then use that knowledge in a spell to generate a summary and send it as a message.

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Best Practices

  • Make sure to provide valid, well-formatted data in the knowledge input that matches the selected dataType.
  • If the automatic data type detection is not working as expected, explicitly set the dataType to ensure correct processing.
  • Be mindful of the size of the knowledge you are adding. Very large data could impact performance.

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Common Issues

  • If the knowledge is not being added correctly, double check that the knowledge input is a valid string and the dataType is set appropriately.
  • Some data types may require additional processing or setup (e.g. authenticating to access a Google Drive file). Make sure you have completed any necessary prerequisites.