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Below you can find a list of most often requested use cases for AI in PIPEFORCE and the pipeline recipe to solve it.
UC1 - Reductive Prompt: Create a summary from an email attachment
Use Case: Given is an email with attachment as input. Create a summary from this email loaded from an IMAP inbox.
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| Code Block |
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The attachment is an invoice from ABC Software (Germany) GmbH to Musterkunde AG, detailing various services provided and their associated costs for the period from 01.02.2024 to 29.02.2024. The invoice includes information on user accounts, transaction fees, VAT, and payment instructions. |
UC2 - Classifying Prompt: Classify the type of an email attachment
Use Case: Given is an email with attachment as input. Classify the attachment of this email based on a given set of classes.
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pipeline:
- imap.get:
host: outlook.office365.com
secret: my-office365-secret
- ai.prompt.send:
prompt: |
Given are these categories: invoice, quote, termination.
In which of these fits the given attachment?
Return only the name from the list. |
Result:
| Code Block |
|---|
invoice |
UC3 - Classifying Prompt: Classify the the mood of the sender of an email
Use Case: Given is an email as input. Based on a list of moods, classify the mood of the email’s sender.
| Code Block | ||
|---|---|---|
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pipeline:
- imap.get:
host: outlook.office365.com
secret: my-office365-secret
- ai.prompt.send:
prompt: |
In which mood fits the given email?
Return only the one from this list which matches best:
happy, neutral, disappointed, angry, cannot detect |
Result:
| Code Block |
|---|
happy |
UC3 - Transformative Prompt: Extract information from an PDF as JSON
Use Case: Given is an invoice as attachment PDF to an email. The goal is to extract all required information from this PDF and provide it in a valid JSON format.
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| Code Block | ||
|---|---|---|
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{
"invoiceNumber": "123100401",
"address": "ABC Provider (Germany) GmbH - Weg 3 - 12345 Stadt",
"invoiceDate": "01.02.2025 - 29.02.2025",
"positions": [
{
"description": "Invoice WMACCESS Internet, 1 Month",
"pieces": 1,
"price": 130.00
},
{
"description": "Router Type 3 rental",
"pieces": 1,
"price": 5.00
}
]
} |
UC4 - Detect the intent and its parameters from an user email
Use Case: Given is an email with an attachment. Based on a given set of intents, the AI should detect the one which matches and additionally extract all required information from it.
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{
"params": {
"supplierAddress": {
"name": "supplierAddress",
"value": "ABC Software (Germany) GmbH - Im Weg 3 - 12345 Worth",
"required": false,
"pass": true,
"type": "string"
},
"invoiceNumber": {
"name": "invoiceNumber",
"value": "123100401",
"required": false,
"pass": true,
"type": "string"
},
"totalAmount": {
"name": "totalAmount",
"value": "45353",
"required": false,
"pass": true,
"type": "string"
}
},
"enabled": true,
"intentId": "invoice",
"command": null
} |
UC5 - Detect and start a command / workflow based on a user email
Use Case: Given is an email with attachments. The AI must detect the intent of this email and finally a command linked to this intent must be executed and all required parameters must be extracted from the input email and transformed and passed along to the command. Also the attachment file must be passed along.
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