1fdbd2ff45
- Creation of Traicie Vancancy Definition specialist - Allow to invoke non-interaction specialists from withing Evie's mgmt interface (eveai_app) - Improvements to crewai specialized classes - Introduction to json editor for showing specialists arguments and results in a better way - Introduction of more complex pagination (adding extra arguments) by adding a global 'get_pagination_html' - Allow follow-up of ChatSession / Specialist execution - Improvement in logging of Specialists (but needs to be finished)
218 lines
10 KiB
Python
218 lines
10 KiB
Python
from sqlalchemy.dialects.postgresql import JSONB
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from ..extensions import db
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from .user import User, Tenant
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from .document import Embedding, Retriever
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class ChatSession(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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user_id = db.Column(db.Integer, db.ForeignKey(User.id), nullable=True)
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session_id = db.Column(db.String(49), nullable=True)
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session_start = db.Column(db.DateTime, nullable=False)
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session_end = db.Column(db.DateTime, nullable=True)
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timezone = db.Column(db.String(30), nullable=True)
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# Relations
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interactions = db.relationship('Interaction', backref='chat_session', lazy=True)
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def __repr__(self):
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return f"<ChatSession {self.id} by {self.user_id}>"
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class Specialist(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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name = db.Column(db.String(50), nullable=False)
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description = db.Column(db.Text, nullable=True)
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type = db.Column(db.String(50), nullable=False, default="STANDARD_RAG")
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type_version = db.Column(db.String(20), nullable=True, default="1.0.0")
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tuning = db.Column(db.Boolean, nullable=True, default=False)
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configuration = db.Column(JSONB, nullable=True)
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arguments = db.Column(JSONB, nullable=True)
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# Relationship to retrievers through the association table
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retrievers = db.relationship('SpecialistRetriever', backref='specialist', lazy=True,
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cascade="all, delete-orphan")
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agents = db.relationship('EveAIAgent', backref='specialist', lazy=True)
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tasks = db.relationship('EveAITask', backref='specialist', lazy=True)
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tools = db.relationship('EveAITool', backref='specialist', lazy=True)
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dispatchers = db.relationship('SpecialistDispatcher', backref='specialist', lazy=True)
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# Versioning Information
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now())
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created_by = db.Column(db.Integer, db.ForeignKey(User.id), nullable=True)
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now(), onupdate=db.func.now())
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updated_by = db.Column(db.Integer, db.ForeignKey(User.id))
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class EveAIAsset(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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name = db.Column(db.String(50), nullable=False)
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description = db.Column(db.Text, nullable=True)
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type = db.Column(db.String(50), nullable=False, default="DOCUMENT_TEMPLATE")
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type_version = db.Column(db.String(20), nullable=True, default="1.0.0")
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valid_from = db.Column(db.DateTime, nullable=True)
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valid_to = db.Column(db.DateTime, nullable=True)
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# Versioning Information
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now())
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created_by = db.Column(db.Integer, db.ForeignKey(User.id), nullable=True)
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now(), onupdate=db.func.now())
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updated_by = db.Column(db.Integer, db.ForeignKey(User.id))
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# Relations
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versions = db.relationship('EveAIAssetVersion', backref='asset', lazy=True)
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class EveAIAssetVersion(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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asset_id = db.Column(db.Integer, db.ForeignKey(EveAIAsset.id), nullable=False)
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bucket_name = db.Column(db.String(255), nullable=True)
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configuration = db.Column(JSONB, nullable=True)
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arguments = db.Column(JSONB, nullable=True)
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# Versioning Information
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now())
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created_by = db.Column(db.Integer, db.ForeignKey(User.id), nullable=True)
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now(), onupdate=db.func.now())
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updated_by = db.Column(db.Integer, db.ForeignKey(User.id))
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# Relations
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instructions = db.relationship('EveAIAssetInstruction', backref='asset_version', lazy=True)
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class EveAIAssetInstruction(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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asset_version_id = db.Column(db.Integer, db.ForeignKey(EveAIAssetVersion.id), nullable=False)
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name = db.Column(db.String(255), nullable=False)
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content = db.Column(db.Text, nullable=True)
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class EveAIProcessedAsset(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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asset_version_id = db.Column(db.Integer, db.ForeignKey(EveAIAssetVersion.id), nullable=False)
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specialist_id = db.Column(db.Integer, db.ForeignKey(Specialist.id), nullable=True)
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chat_session_id = db.Column(db.Integer, db.ForeignKey(ChatSession.id), nullable=True)
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bucket_name = db.Column(db.String(255), nullable=True)
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object_name = db.Column(db.String(255), nullable=True)
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created_at = db.Column(db.DateTime, nullable=True, server_default=db.func.now())
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class EveAIAgent(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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specialist_id = db.Column(db.Integer, db.ForeignKey(Specialist.id), nullable=False)
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name = db.Column(db.String(50), nullable=False)
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description = db.Column(db.Text, nullable=True)
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type = db.Column(db.String(50), nullable=False, default="STANDARD_RAG")
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type_version = db.Column(db.String(20), nullable=True, default="1.0.0")
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role = db.Column(db.Text, nullable=True)
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goal = db.Column(db.Text, nullable=True)
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backstory = db.Column(db.Text, nullable=True)
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tuning = db.Column(db.Boolean, nullable=True, default=False)
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configuration = db.Column(JSONB, nullable=True)
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arguments = db.Column(JSONB, nullable=True)
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# Versioning Information
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now())
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created_by = db.Column(db.Integer, db.ForeignKey(User.id), nullable=True)
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now(), onupdate=db.func.now())
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updated_by = db.Column(db.Integer, db.ForeignKey(User.id))
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class EveAITask(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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specialist_id = db.Column(db.Integer, db.ForeignKey(Specialist.id), nullable=False)
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name = db.Column(db.String(50), nullable=False)
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description = db.Column(db.Text, nullable=True)
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type = db.Column(db.String(50), nullable=False, default="STANDARD_RAG")
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type_version = db.Column(db.String(20), nullable=True, default="1.0.0")
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task_description = db.Column(db.Text, nullable=True)
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expected_output = db.Column(db.Text, nullable=True)
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tuning = db.Column(db.Boolean, nullable=True, default=False)
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configuration = db.Column(JSONB, nullable=True)
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arguments = db.Column(JSONB, nullable=True)
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context = db.Column(JSONB, nullable=True)
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asynchronous = db.Column(db.Boolean, nullable=True, default=False)
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# Versioning Information
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now())
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created_by = db.Column(db.Integer, db.ForeignKey(User.id), nullable=True)
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now(), onupdate=db.func.now())
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updated_by = db.Column(db.Integer, db.ForeignKey(User.id))
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class EveAITool(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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specialist_id = db.Column(db.Integer, db.ForeignKey(Specialist.id), nullable=False)
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name = db.Column(db.String(50), nullable=False)
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description = db.Column(db.Text, nullable=True)
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type = db.Column(db.String(50), nullable=False, default="STANDARD_RAG")
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type_version = db.Column(db.String(20), nullable=True, default="1.0.0")
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tuning = db.Column(db.Boolean, nullable=True, default=False)
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configuration = db.Column(JSONB, nullable=True)
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arguments = db.Column(JSONB, nullable=True)
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# Versioning Information
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now())
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created_by = db.Column(db.Integer, db.ForeignKey(User.id), nullable=True)
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now(), onupdate=db.func.now())
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updated_by = db.Column(db.Integer, db.ForeignKey(User.id))
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class Dispatcher(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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name = db.Column(db.String(50), nullable=False)
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description = db.Column(db.Text, nullable=True)
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type = db.Column(db.String(50), nullable=False, default="STANDARD_RAG")
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type_version = db.Column(db.String(20), nullable=True, default="1.0.0")
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tuning = db.Column(db.Boolean, nullable=True, default=False)
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configuration = db.Column(JSONB, nullable=True)
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arguments = db.Column(JSONB, nullable=True)
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# Versioning Information
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now())
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created_by = db.Column(db.Integer, db.ForeignKey(User.id), nullable=True)
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now(), onupdate=db.func.now())
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updated_by = db.Column(db.Integer, db.ForeignKey(User.id))
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class Interaction(db.Model):
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id = db.Column(db.Integer, primary_key=True)
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chat_session_id = db.Column(db.Integer, db.ForeignKey(ChatSession.id), nullable=False)
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specialist_id = db.Column(db.Integer, db.ForeignKey(Specialist.id), nullable=True)
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specialist_arguments = db.Column(JSONB, nullable=True)
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specialist_results = db.Column(JSONB, nullable=True)
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timezone = db.Column(db.String(30), nullable=True)
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appreciation = db.Column(db.Integer, nullable=True)
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# Timing information
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question_at = db.Column(db.DateTime, nullable=False)
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detailed_question_at = db.Column(db.DateTime, nullable=True)
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answer_at = db.Column(db.DateTime, nullable=True)
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processing_error = db.Column(db.String(255), nullable=True)
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# Relations
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embeddings = db.relationship('InteractionEmbedding', backref='interaction', lazy=True)
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def __repr__(self):
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return f"<Interaction {self.id}>"
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class InteractionEmbedding(db.Model):
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interaction_id = db.Column(db.Integer, db.ForeignKey(Interaction.id, ondelete='CASCADE'), primary_key=True)
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embedding_id = db.Column(db.Integer, db.ForeignKey(Embedding.id, ondelete='CASCADE'), primary_key=True)
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class SpecialistRetriever(db.Model):
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specialist_id = db.Column(db.Integer, db.ForeignKey(Specialist.id, ondelete='CASCADE'), primary_key=True)
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retriever_id = db.Column(db.Integer, db.ForeignKey(Retriever.id, ondelete='CASCADE'), primary_key=True)
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retriever = db.relationship("Retriever", backref="specialist_retrievers")
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class SpecialistDispatcher(db.Model):
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specialist_id = db.Column(db.Integer, db.ForeignKey(Specialist.id, ondelete='CASCADE'), primary_key=True)
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dispatcher_id = db.Column(db.Integer, db.ForeignKey(Dispatcher.id, ondelete='CASCADE'), primary_key=True)
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dispatcher = db.relationship("Dispatcher", backref="specialist_dispatchers")
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