chore: add classes configuration for step-by-step example

Author: Daniel Lorch

plugins/dynamic-few-shot-lambda/notebooks/config/classes.yaml

@@ -0,0 +1,119 @@
+classes:
+  - $schema: https://json-schema.org/draft/2020-12/schema
+    $defs:
+      LineItem:
+        type: object
+        properties:
+          LineItemEndDate:
+            default: 'null'
+            x-aws-idp-confidence-threshold: '0.8'
+            examples:
+              - 11/06/2012
+            data_type: string
+            format: date
+            description: End date for each line item (typically in MM/DD/YY format)
+            type: string
+            x-aws-idp-evaluation-method: LEVENSHTEIN
+            x-aws-idp-evaluation-threshold: '0.7'
+          LineItemDescription:
+            data_type: string
+            description: Description of the line item
+            type: string
+            x-aws-idp-evaluation-method: LEVENSHTEIN
+            x-aws-idp-evaluation-threshold: '0.7'
+          LineItemStartDate:
+            default: 'null'
+            x-aws-idp-confidence-threshold: '0.8'
+            examples:
+              - 11/06/2012
+            data_type: string
+            format: date
+            description: Start date for each line item (typically in MM/DD/YY format)
+            type: string
+            x-aws-idp-evaluation-method: LEVENSHTEIN
+            x-aws-idp-evaluation-threshold: '0.7'
+          LineItemDays:
+            maxItems: '7'
+            x-aws-idp-confidence-threshold: '0.8'
+            uniqueItems: true
+            description: List of days of the week for the line item
+            type: array
+            items:
+              type: string
+              data_type: string
+              enum:
+                - M
+                - T
+                - W
+                - Th
+                - F
+                - S
+                - Su
+            x-aws-idp-evaluation-method: EXACT
+            x-aws-idp-evaluation-threshold: '0.7'
+          LineItemRate:
+            data_type: string
+            description: Rate of the line item
+            x-aws-idp-confidence-threshold: '0.8'
+            type: number
+            x-aws-idp-evaluation-method: NUMERIC_EXACT
+    description: Invoice document
+    type: object
+    x-aws-idp-document-type: Invoice
+    properties:
+      LineItems:
+        type: array
+        description: List of line items in the invoice
+        items:
+          $ref: '#/$defs/LineItem'
+      Agency:
+        x-aws-idp-confidence-threshold: '0.8'
+        data_type: string
+        description: The advertising agency or station. May be labelled Agency, or Station.
+        x-aws-idp-evaluation-weight: '2'
+        type: string
+        x-aws-idp-evaluation-method: LEVENSHTEIN
+        x-aws-idp-evaluation-threshold: '0.7'
+      Advertiser:
+        x-aws-idp-confidence-threshold: '0.8'
+        data_type: string
+        description: The political advertiser or campaign purchasing the broadcast time
+        x-aws-idp-evaluation-weight: '2'
+        type: string
+        x-aws-idp-evaluation-method: FUZZY
+        x-aws-idp-evaluation-threshold: '0.8'
+      GrossTotal:
+        data_type: string
+        description: >-
+          The total gross amount for all line items before any discounts or
+          adjustments
+        x-aws-idp-evaluation-weight: '2'
+        x-aws-idp-confidence-threshold: '0.8'
+        type: number
+        x-aws-idp-evaluation-method: NUMERIC_EXACT
+      PaymentTerms:
+        examples:
+          - Net 30
+        data_type: string
+        description: Payment terms
+        x-aws-idp-evaluation-weight: '0.2'
+        type: string
+        x-aws-idp-evaluation-method: FUZZY
+        x-aws-idp-evaluation-threshold: '0.7'
+      AgencyCommission:
+        data_type: string
+        description: Agency commission
+        x-aws-idp-evaluation-weight: '0.2'
+        x-aws-idp-confidence-threshold: '0.8'
+        type: number
+        x-aws-idp-evaluation-method: NUMERIC_EXACT
+      NetAmountDue:
+        data_type: string
+        description: >-
+          The final net amount due after any discounts or adjustments have been
+          applied (stored as string with commas)
+        x-aws-idp-evaluation-weight: '2'
+        x-aws-idp-confidence-threshold: '0.8'
+        type: number
+        x-aws-idp-evaluation-method: NUMERIC_EXACT
+    $id: Invoice