Initial Draft

dto/release_notes.py

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+from langchain_core.pydantic_v1 import BaseModel, Field
+from typing import List
+from datetime import datetime
+
+
+class Enhancement(BaseModel):
+    """Release Enhancement Pydantic Schema"""
+
+    title: str = Field(description="Provide enhancement title")
+    description: str = Field(description="Provide enhancement description")
+    benefits: str = Field(description="The benefit or impact on the user or system as a result of the enhancement")
+    reason: str = Field(description="The reason for implementing the change.")
+
+
+class ReleaseNotes(BaseModel):
+    """Release Notes Pydantic Schema"""
+
+    release_date: str = Field(description="Provide release date",default=datetime.now().strftime('%d-%b-%Y').upper(), const=True)
+    product_name: str = Field(description="Provide product name",default="Oracle Banking Retail Lending", const=True)
+    summary: str = Field(description="A brief introduction highlighting the key focus of this release")
+    enhancements: List[Enhancement] = Field(description="List of enhancements in this release")

dto/requirement_gathering.py

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+from langchain_core.pydantic_v1 import BaseModel, Field
+from typing import List
+
+class RequirementGathering(BaseModel):
+    """Requirement Gathering Pydantic Schema"""
+
+    overview: str = Field(description="Provide short overview of requirement")
+    description: str = Field(description="Provide requirement description. Ensure each requirement is explicitly stated as per the document.")
+    benefits: str = Field(description="The benefit or impact on the user or system as a result of the requirement. Ground it in the context of the document. Consider only for banking applications as product domain.")
+    reason: str = Field(description="The reason for implementing the requirement.")
+    priority: str = Field(description="The priority of the requirement. Return only one from list of values [High, Medium and Low]. Ground result based on the document.")
+    tags: List[str] = Field(description="List of tags for the requirement to identify into relevant categories(e.g., Product Specifications, Validations and Quality Standards)")
+
+class RequirementGatheringDetails(BaseModel):
+    """Requirement Gathering Details Pydantic Schema"""
+
+    header: str = Field(description="Provide the header of the document.")
+    requirements: List[RequirementGathering] = Field(description="List of requirements gathered from the document.")

dto/user_story.py

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+from langchain_core.pydantic_v1 import BaseModel, Field
+from typing import List
+
+class UserStoryScenarios(BaseModel):
+    """List of User Stories Business Scenarios Pydantic Schema"""
+
+    scenario_title: str = Field(description="Provide a business scenario acceptance criteria title")
+    pre_conditions: str = Field(description="Provide a precondition details") 
+    action_details: str = Field(description="Provide action details to be taken in business application by the user role specified")
+    expected_outcome: str = Field(description="Provide list of activities to be allowed by business user role")
+    
+class UserStory(BaseModel):
+    """User Story Pydantic Schema"""
+
+    title: str = Field(description="Provide clear user story title")
+    role: str = Field(description="Provide application user role",default="Loan Servicing Agent",const=True)
+    feature: str = Field(description="Provide application feature/functionality")
+    benefit: str = Field(description="Provide benefits of the feature to the user role")
+    user_story_scenarios : List[UserStoryScenarios] = Field(description="Provide list of user story scenarios")